{"id":"W1493125099","doi":"","title":"Why physicians start or stop prescribing a drug: Literature review and formulary implications","year":2002,"lang":"en","type":"article","venue":"","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Formulary; Medicine; Pharmacy; Clinical pharmacology; Drug; Community practice; Alternative medicine; Family medicine; Intensive care medicine; Pharmacology","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":[0.02042752,0.0004189027,0.00181066,0.01719356,0.0008705877,0.002874974,0.001341151,0.002492033,0.002188825],"category_scores_gemma":[0.1074279,0.0004181757,0.001393693,0.01613563,0.001119234,0.002892762,0.000795297,0.0008756425,0.0004441504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003000546,"about_ca_system_score_gemma":0.009527164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008552066,"about_ca_topic_score_gemma":0.03667303,"domain_scores_codex":[0.9892379,0.004393043,0.003421622,0.0004471032,0.002254701,0.0002455561],"domain_scores_gemma":[0.7385368,0.2172928,0.01837604,0.0008450028,0.02411462,0.0008347183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005629506,0.0002062017,0.02644679,0.1969243,0.001978594,0.003251123,0.007144562,0.000850782,0.001179995,0.004081944,0.04067427,0.7166985],"study_design_scores_gemma":[0.0005568031,0.0014782,0.1125395,0.5078091,0.01634856,0.01002261,0.0431785,0.001590703,0.003934011,0.006823286,0.2953727,0.0003461725],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01405794,0.9575712,0.0006880635,0.02365095,0.001041615,0.0001176623,0.0003265013,0.00001494992,0.002531142],"genre_scores_gemma":[0.08166099,0.8974884,0.004601086,0.01390685,0.001218488,0.000176328,0.0003687968,0.00001202329,0.0005670316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02042752,"threshold_uncertainty_score":0.1080323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4368284799301092,"score_gpt":0.5225085700112153,"score_spread":0.08568009008110611,"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."}}