{"id":"W7097028837","doi":"","title":"OPTIMAL PRESCRIBING AND MEDICATION USE IN CANADA: CHALLENGES AND OPPORTUNITIES","year":2014,"lang":"en","type":"article","venue":"","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Acknowledgement; Control (management); Public health; Work (physics); Production (economics); Action (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.01225435,0.0005044325,0.002202954,0.003329288,0.004786269,0.007215442,0.003494695,0.003060805,0.004973625],"category_scores_gemma":[0.04932959,0.0006985858,0.0009343375,0.01223189,0.00372643,0.003075329,0.00287264,0.004126762,0.0003145222],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1459046,"about_ca_system_score_gemma":0.4272005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9964141,"about_ca_topic_score_gemma":0.9971569,"domain_scores_codex":[0.98138,0.004862066,0.001181663,0.001194455,0.007149029,0.004232685],"domain_scores_gemma":[0.9534779,0.01410832,0.003574703,0.000917398,0.01833343,0.009588227],"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":[0.0005766774,0.0006774174,0.2913942,0.002216754,0.0008154417,0.0007563293,0.005411883,0.01690777,0.0002231902,0.1031616,0.193817,0.3840418],"study_design_scores_gemma":[0.0003636018,0.0002322263,0.6774937,0.006709713,0.0005261032,0.0004586178,0.02402037,0.03841179,0.0003913939,0.1009435,0.1499534,0.0004955824],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.1146263,0.0935166,0.002687732,0.738485,0.0009652436,0.0002062282,0.01025264,0.0001070118,0.03915322],"genre_scores_gemma":[0.9153306,0.05269636,0.005444597,0.01863855,0.0007210818,0.00009701509,0.003034632,0.00006875819,0.003968389],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1459046,"threshold_uncertainty_score":0.9906296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5826784678738733,"score_gpt":0.3692194407421652,"score_spread":0.2134590271317081,"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."}}