{"id":"W2106036551","doi":"10.1503/cmaj.100335","title":"Good prescribing: better systems and prescribers needed","year":2010,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Primary care; Intensive care medicine; Adverse effect; Quality (philosophy); MEDLINE; Family medicine; Medical emergency; Pharmacology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03230803,0.00121319,0.003076403,0.002019922,0.009098263,0.0135085,0.00384592,0.05995364,0.02001129],"category_scores_gemma":[0.1398393,0.00162854,0.002036044,0.001779995,0.01439713,0.0384803,0.007676553,0.07573434,0.008830178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01463484,"about_ca_system_score_gemma":0.03611255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01301364,"about_ca_topic_score_gemma":0.02306698,"domain_scores_codex":[0.9621142,0.01439497,0.004715746,0.002492422,0.01185596,0.004426796],"domain_scores_gemma":[0.7777601,0.09010462,0.01383965,0.01401188,0.04127286,0.06301085],"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":[0.00007687931,0.0002911679,0.002240499,0.000513205,0.00007072843,0.001690519,0.001504322,0.0002957176,0.0004474939,0.01477,0.9274178,0.05068153],"study_design_scores_gemma":[0.0005383174,0.0002597233,0.005959818,0.004010384,0.00009294218,0.004662029,0.00641065,0.0009709734,0.0003611153,0.09566621,0.8807886,0.000279285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0001777151,0.00105747,0.0002422485,0.9951573,0.002211057,0.000009523139,0.000007495377,0.00003180564,0.001105412],"genre_scores_gemma":[0.009321902,0.004334296,0.003393107,0.9612159,0.01910333,0.00009314503,0.00004270501,0.00005878081,0.002436778],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05995364,"threshold_uncertainty_score":0.1708632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928561075380318,"score_gpt":0.2894343626253574,"score_spread":0.2601487518715542,"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."}}