{"id":"W7110939033","doi":"10.5281/zenodo.17860520","title":"Conscience December 2025 Policy Brief - GENEROUS Model Impacts on Prescription Drug Prices for Medicaid","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicaid; Prescription drug; Medical prescription; Drug prices; Medicare Part D; Government (linguistics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007607662,0.0008373066,0.0005963637,0.001347537,0.004425515,0.008794064,0.002150652,0.01544472,0.05333553],"category_scores_gemma":[0.02463698,0.000742923,0.001383563,0.001233322,0.001129595,0.004065648,0.002759578,0.01008033,0.01303342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01047745,"about_ca_system_score_gemma":0.01962626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06682041,"about_ca_topic_score_gemma":0.08210561,"domain_scores_codex":[0.993286,0.001538609,0.0002223935,0.000350252,0.003379685,0.001223153],"domain_scores_gemma":[0.9922107,0.003409308,0.0004402322,0.0003217566,0.002283862,0.001334045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001131735,0.0001456589,0.0003792282,0.0000762686,0.00000910577,0.0001713566,0.00008121126,0.0006170461,0.000338128,0.0433216,0.9440946,0.01065248],"study_design_scores_gemma":[0.0001248254,0.0001176783,0.002844758,0.0001912956,0.00001669977,0.00007235076,0.000262241,0.0008239637,0.0004736461,0.008461893,0.9865479,0.00006273923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006978944,0.004656855,0.001743018,0.401317,0.01690039,0.0006366116,0.008065928,0.0008924669,0.5588089],"genre_scores_gemma":[0.06588855,0.0047362,0.00314906,0.4259187,0.006274629,0.001162098,0.003529256,0.0003427244,0.4889989],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06682041,"threshold_uncertainty_score":0.1784251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07184608447955902,"score_gpt":0.3091163548979934,"score_spread":0.2372702704184343,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}