{"id":"W2969239879","doi":"10.1016/j.cjca.2019.08.018","title":"Notes From Cardiology Clinic: Medicine Is More Than Just Pills, Procedures, and Devices","year":2019,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University; Montreal Heart Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Pill; Family medicine; Medical physics; Cardiology; Internal medicine; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002266182,0.0008491211,0.001173746,0.001044423,0.0110025,0.004867027,0.001637314,0.07334331,0.01693591],"category_scores_gemma":[0.02519029,0.0009319861,0.001270621,0.001085158,0.002338622,0.002951024,0.001439339,0.05025529,0.007803611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01136737,"about_ca_system_score_gemma":0.02043891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1656132,"about_ca_topic_score_gemma":0.2716031,"domain_scores_codex":[0.9960361,0.000538224,0.0005678644,0.0005678948,0.001415911,0.0008738987],"domain_scores_gemma":[0.9839007,0.007082155,0.001063289,0.0003047329,0.003420331,0.004228885],"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":[0.00002735328,0.00004007649,0.00106806,0.00002459028,0.000008715047,0.001807859,0.0002305554,0.00003531807,0.0001256711,0.001517574,0.9912985,0.003815696],"study_design_scores_gemma":[0.0001927834,0.0001424912,0.007333635,0.000769986,0.00005515537,0.002884797,0.002671402,0.0007990888,0.000262304,0.005755838,0.9789919,0.0001406475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004612936,0.0002359576,0.00003274883,0.9877371,0.00657355,0.00001362924,0.00008989382,0.00001595655,0.004839807],"genre_scores_gemma":[0.003425712,0.0004221827,0.0001356248,0.9604511,0.01295801,0.00002991213,0.00004439206,0.0000205783,0.02251234],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1656132,"threshold_uncertainty_score":0.3292985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4922842066936789,"score_gpt":0.50961594498922,"score_spread":0.01733173829554108,"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."}}