{"id":"W2041879862","doi":"10.1503/cmaj.090861","title":"Rational use of medications: If Canada can't do it ...","year":2009,"lang":"en","type":"review","venue":"Canadian Medical Association Journal","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Medicine; Data science; Computer science; World Wide Web; Family medicine; Pharmacology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004731878,0.0004381964,0.001226208,0.001506399,0.001102989,0.002564164,0.001356668,0.003172597,0.007485096],"category_scores_gemma":[0.0217687,0.0002592613,0.0007182033,0.004449036,0.002008975,0.002082878,0.0007005889,0.003656357,0.001404077],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01484181,"about_ca_system_score_gemma":0.06813419,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7571449,"about_ca_topic_score_gemma":0.8290557,"domain_scores_codex":[0.9968442,0.0006210154,0.0001792489,0.0001640233,0.001906365,0.0002852948],"domain_scores_gemma":[0.9887356,0.003694034,0.001074572,0.0003183396,0.005309672,0.0008677416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001034149,0.00003937953,0.00239597,0.005391591,0.0002318203,0.0001110451,0.0001654991,0.0003634254,0.0000789382,0.02333276,0.4429433,0.5248429],"study_design_scores_gemma":[0.0002007801,0.00005919095,0.009491109,0.01705953,0.0004435754,0.0003066679,0.0005412597,0.0004015714,0.0001473439,0.01635057,0.9549335,0.00006473614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004864321,0.7729698,0.0002843009,0.2133497,0.001463083,0.00002474407,0.0006693116,0.00002340105,0.01072923],"genre_scores_gemma":[0.0193151,0.9308332,0.001082548,0.04361217,0.001604417,0.00002441282,0.0003553604,0.0000165731,0.003156305],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9851582,"threshold_uncertainty_score":0.4885706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07216155283132238,"score_gpt":0.3056133835646304,"score_spread":0.2334518307333081,"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."}}