{"id":"W4401210807","doi":"10.1371/journal.pone.0308118","title":"Canadian status of “not acceptable” drugs as evaluated by Prescrire: A cohort study","year":2024,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"Health Canada","keywords":"Medicine; Interquartile range; Drug; Family medicine; Alternative medicine; Pharmacology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00133575,0.0003768509,0.0005827711,0.002191616,0.002178954,0.001828592,0.001028471,0.0007174686,0.004169233],"category_scores_gemma":[0.004085025,0.000426869,0.0009599897,0.004926104,0.0009292437,0.0008439457,0.0009373686,0.001226356,0.0006397576],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007487714,"about_ca_system_score_gemma":0.009873425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8273225,"about_ca_topic_score_gemma":0.8277783,"domain_scores_codex":[0.9978719,0.0001433544,0.0001087309,0.0003492798,0.001071104,0.0004556669],"domain_scores_gemma":[0.9948639,0.0003555999,0.001887672,0.0002669283,0.001686799,0.0009390698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001447543,0.00005345955,0.9967578,0.00003099722,0.00004855016,0.0001039094,0.0005923025,0.0000180035,0.00007939473,0.00005355139,0.0006767201,0.001440599],"study_design_scores_gemma":[0.0000108911,0.00007770339,0.9977002,0.00001966402,0.0000312671,0.0001541543,0.001020834,0.0000814692,0.00002729871,0.00001613983,0.0008462631,0.00001418834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940146,0.0004067813,0.00003951307,0.0001524326,0.000009936518,0.00006855583,0.002945752,0.000004782352,0.002357704],"genre_scores_gemma":[0.9971539,0.0003842876,0.00007402017,0.00009176946,0.00001165464,0.00002756901,0.001620972,0.000006738234,0.0006291516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9925123,"threshold_uncertainty_score":0.3473887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.088827961021543,"score_gpt":0.2962878559159731,"score_spread":0.2074598948944301,"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."}}