{"id":"W4409826799","doi":"10.12927/hcpol.2025.27563","title":"Medicine List for Public Funding From Existing Lists","year":2025,"lang":"en","type":"article","venue":"Healthcare policy","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Business; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.008086529,0.0005095401,0.0005550827,0.00918679,0.01154377,0.008566014,0.002916479,0.003153754,0.1373595],"category_scores_gemma":[0.03971245,0.0006415307,0.001370848,0.01107461,0.001431584,0.004233786,0.003982779,0.003873945,0.01876141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05376723,"about_ca_system_score_gemma":0.2085825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7976398,"about_ca_topic_score_gemma":0.8496743,"domain_scores_codex":[0.980248,0.001295852,0.0008501517,0.0007759529,0.01260936,0.004220668],"domain_scores_gemma":[0.9455084,0.005509237,0.001393521,0.002953541,0.03970965,0.004925743],"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":[0.00005950427,0.00005200211,0.003551162,0.0003362615,0.00001963905,0.0001499734,0.0005011228,0.0002044514,0.0002378095,0.1046541,0.8148503,0.07538359],"study_design_scores_gemma":[0.0000270611,0.00001164985,0.0060459,0.000245216,0.00001875222,0.00005946136,0.0003866919,0.0001782588,0.0001776955,0.002477159,0.9903451,0.00002715142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007399209,0.002283284,0.005314412,0.0763497,0.002381539,0.001287496,0.02400471,0.001248182,0.8797315],"genre_scores_gemma":[0.1709173,0.00671582,0.04466918,0.08454788,0.002664607,0.002800348,0.05103248,0.001300848,0.6353514],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7976398,"threshold_uncertainty_score":0.4595134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.580230706308564,"score_gpt":0.6460594349157072,"score_spread":0.06582872860714317,"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."}}