{
  "changes": [],
  "claims": [
    {
      "checked_at": "2026-09-20T00:00:00Z",
      "claim_id": "claim:data:method.coverage",
      "denominator": 13330,
      "denominator_status": "ok",
      "denominator_unit": "observed label versions",
      "entity_id": "methodology:data-release",
      "number": 4272,
      "page_id": "data",
      "provenance": "label_versions.csv",
      "query": "label_versions observation_kind detailed / observed labels",
      "query_commit": "90a5050d2327baae3d738638237b48fb29cb01b0",
      "query_id": "method.coverage",
      "query_links": [],
      "rows_after_dedupe": 4272,
      "rows_before_dedupe": 13330,
      "rule_id": "method.coverage",
      "sentence": "4,272 of 13,330 labels in the NIH DSLD snapshot (Sep 2026) have detailed records (32.0%); the remainder contain light census fields.",
      "snapshot_hash": "b7633f732437b71d37c215a03b19abfa8c91d45411579d976d6a926a0140339a",
      "status": "ok",
      "template_id": "method.coverage",
      "values_json": "{\"denominator\": 13330, \"labels\": \"labels in the NIH DSLD snapshot (Sep 2026)\", \"name\": \"Data release\", \"number\": 4272, \"share\": \"32.0%\", \"window\": \"NIH DSLD snapshot Sep 2026\"}",
      "window": "NIH DSLD snapshot Sep 2026"
    },
    {
      "checked_at": "2026-09-20T00:00:00Z",
      "claim_id": "claim:data:method.formulations",
      "denominator": 12327,
      "denominator_status": "ok",
      "denominator_unit": "observed formulation groups",
      "entity_id": "methodology:data-release",
      "number": 3279,
      "page_id": "data",
      "provenance": "composite.csv; cohort_manifest.json",
      "query": "scored cohort member count / all formulation IDs",
      "query_commit": "90a5050d2327baae3d738638237b48fb29cb01b0",
      "query_id": "method.formulations",
      "query_links": [],
      "rows_after_dedupe": 3279,
      "rows_before_dedupe": 12327,
      "rule_id": "method.formulations",
      "sentence": "3,279 of 12,327 observed formulation groups enter the probiotic scoring cohort (26.6%) in the NIH DSLD snapshot Sep 2026.",
      "snapshot_hash": "b7633f732437b71d37c215a03b19abfa8c91d45411579d976d6a926a0140339a",
      "status": "ok",
      "template_id": "method.formulations",
      "values_json": "{\"denominator\": 12327, \"labels\": \"labels in the NIH DSLD snapshot (Sep 2026)\", \"name\": \"Data release\", \"number\": 3279, \"share\": \"26.6%\", \"window\": \"NIH DSLD snapshot Sep 2026\"}",
      "window": "NIH DSLD snapshot Sep 2026"
    },
    {
      "checked_at": "2026-09-20T00:00:00Z",
      "claim_id": "claim:data:method.prices",
      "denominator": 13330,
      "denominator_status": "ok",
      "denominator_unit": "observed label versions",
      "entity_id": "methodology:data-release",
      "number": 57,
      "page_id": "data",
      "provenance": "prices.csv",
      "query": "distinct numeric prices label IDs / all observed labels",
      "query_commit": "90a5050d2327baae3d738638237b48fb29cb01b0",
      "query_id": "method.prices",
      "query_links": [],
      "rows_after_dedupe": 57,
      "rows_before_dedupe": 13330,
      "rule_id": "method.prices",
      "sentence": "57 of 13,330 labels in the NIH DSLD snapshot (Sep 2026) have numeric price observations (0.4%); unit value is undefined when price or quantity is unavailable.",
      "snapshot_hash": "b7633f732437b71d37c215a03b19abfa8c91d45411579d976d6a926a0140339a",
      "status": "ok",
      "template_id": "method.prices",
      "values_json": "{\"denominator\": 13330, \"labels\": \"labels in the NIH DSLD snapshot (Sep 2026)\", \"name\": \"Data release\", \"number\": 57, \"share\": \"0.4%\", \"window\": \"NIH DSLD snapshot Sep 2026\"}",
      "window": "NIH DSLD snapshot Sep 2026"
    }
  ],
  "cohort_manifest_sha256": "3a8805d95e34cbd3ccdc36613e5bbcd4a75c17b7e07e420b65aa54f786a13400",
  "compared_with": [],
  "correction_endpoint": "CORRECTIONS_FORM_ENDPOINT",
  "entity_id": "methodology:data-release",
  "evidence_changes": [],
  "formula_version": "gis_v1",
  "generated_at": "2026-09-20T00:00:00Z",
  "methodology": {
    "author": {
      "credential": "PhD in Mathematical Modeling",
      "name": "Igor Ivitskiy"
    },
    "cohort_manifest_sha256": "3a8805d95e34cbd3ccdc36613e5bbcd4a75c17b7e07e420b65aa54f786a13400",
    "counts": {
      "formulation_n": 3279,
      "label_n": 13330,
      "sku_n": 12127
    },
    "effective_weights": {
      "A1": 0.2496227130555789,
      "A2": 0.640418048760888
    },
    "filter_counts": {
      "after_identity": 3279,
      "after_potency": 3279,
      "after_quantity": 3279,
      "before": 13330
    },
    "formula": {
      "A1": {
        "identity_ladder": {
          "deposit_or_unii": 1,
          "species_or_t4": 0,
          "unique_commercial_code": 0.7
        },
        "potency_ladder": {
          "at_manufacture": 0.4,
          "through_expiry": 1,
          "unstated": 0
        },
        "version_ladder": {
          "light_first_snapshot": 0.5,
          "linked_or_full_first_snapshot": 1
        },
        "weights": {
          "identity": 0.35,
          "potency_basis": 0.25,
          "quantity_disclosure": 0.25,
          "version_traceability": 0.15
        }
      },
      "evidence_amount": {
        "cohort_log_cap": 1000,
        "direction_included": false,
        "family_log_cap": 10,
        "unknown_cohort_policy": "family_component_only"
      },
      "gis": {
        "capped_range": [
          0,
          100
        ],
        "cohort_weights": {
          "dtc_microbiome_test": {
            "A1": 0.3,
            "A2": 0.25,
            "A3": 0.45
          },
          "probiotic_sku": {
            "A1": 0.45,
            "A2": 0.55
          }
        },
        "normalizations": [
          "capped",
          "min_max"
        ],
        "primary_aggregation": "arithmetic",
        "sensitivity_aggregation": "geometric",
        "tie_policy": "competition_rank_then_entity_id"
      }
    },
    "formula_version": "gis_v1",
    "generated_at": "2026-09-20T00:00:00Z",
    "joint_table": [
      {
        "count": 53,
        "identity": "resolved",
        "potency": "at_manufacture",
        "quantity": "disclosed"
      },
      {
        "count": 131,
        "identity": "resolved",
        "potency": "through_expiry",
        "quantity": "disclosed"
      },
      {
        "count": 157,
        "identity": "resolved",
        "potency": "unstated",
        "quantity": "disclosed"
      },
      {
        "count": 86,
        "identity": "resolved",
        "potency": "at_manufacture",
        "quantity": "not_disclosed"
      },
      {
        "count": 259,
        "identity": "resolved",
        "potency": "through_expiry",
        "quantity": "not_disclosed"
      },
      {
        "count": 265,
        "identity": "resolved",
        "potency": "unstated",
        "quantity": "not_disclosed"
      },
      {
        "count": 277,
        "identity": "unresolved",
        "potency": "at_manufacture",
        "quantity": "disclosed"
      },
      {
        "count": 114,
        "identity": "unresolved",
        "potency": "through_expiry",
        "quantity": "disclosed"
      },
      {
        "count": 418,
        "identity": "unresolved",
        "potency": "unstated",
        "quantity": "disclosed"
      },
      {
        "count": 385,
        "identity": "unresolved",
        "potency": "at_manufacture",
        "quantity": "not_disclosed"
      },
      {
        "count": 318,
        "identity": "unresolved",
        "potency": "through_expiry",
        "quantity": "not_disclosed"
      },
      {
        "count": 816,
        "identity": "unresolved",
        "potency": "unstated",
        "quantity": "not_disclosed"
      }
    ],
    "mc": {
      "draws": 10000,
      "parser_error_rates": {
        "cfu": 0.055,
        "designation": 0.02,
        "potency_basis": 0.035
      },
      "rank_display": {
        "neighbour_pair_stability_min": 0.9,
        "quartile_count": 4,
        "top_quartile_probability_min": 0.8
      },
      "seed": 790907,
      "sobol_bins": 20,
      "t3_flip_probability": 0.3,
      "weight_multiplier": [
        0.8,
        1.2
      ]
    },
    "parser_accuracy_percent": {
      "cfu_basis": 96.5,
      "cfu_per_serving": 94.5,
      "collection_id": 99,
      "designation": 98
    },
    "publisher": "Elanvale Ltd",
    "source_sha256": "b7633f732437b71d37c215a03b19abfa8c91d45411579d976d6a926a0140339a"
  },
  "name": "Data release",
  "page_id": "data",
  "page_type": "editorial",
  "related_reports": [
    {
      "name": "Guide alliance footprint",
      "route": "/reports/guide-alliance-footprint/"
    },
    {
      "name": "Affiliate economics",
      "route": "/reports/affiliate-economics/"
    }
  ],
  "related_tools": [],
  "release": "2026-09-20",
  "route": "/data/",
  "score_scale": 100,
  "source_sha256": "b7633f732437b71d37c215a03b19abfa8c91d45411579d976d6a926a0140339a",
  "weights": {
    "A1": 0.45,
    "A2": 0.55
  }
}