{"id":"W2921374237","doi":"10.1161/circoutcomes.119.005484","title":"Policing or Learning?","year":2019,"lang":"en","type":"letter","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Analytics; Sociology; Quality (philosophy); Library science; Artificial intelligence; Medicine; Computer science; Philosophy; Epistemology; Data science","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":[0.01263549,0.001287074,0.002096134,0.001534195,0.01559882,0.01735409,0.004121061,0.1815547,0.0222878],"category_scores_gemma":[0.0680664,0.001333157,0.001713764,0.001169864,0.01610798,0.01313955,0.008346278,0.117149,0.01028918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009529698,"about_ca_system_score_gemma":0.02556882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0292944,"about_ca_topic_score_gemma":0.05308846,"domain_scores_codex":[0.9883062,0.003204921,0.0009565566,0.001649011,0.002436129,0.003447148],"domain_scores_gemma":[0.9697202,0.01410448,0.001878003,0.001172454,0.003085762,0.01003903],"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":[0.0000258977,0.00003531865,0.0005455747,0.00003506174,0.00001660021,0.0004955687,0.0004023589,0.00003205126,0.00004690791,0.01236956,0.9795919,0.006403022],"study_design_scores_gemma":[0.00020597,0.0000617085,0.001837015,0.0008901797,0.00005110719,0.0007057128,0.004362763,0.0004387491,0.0001394353,0.06436085,0.9268017,0.0001447652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001194381,0.0003884039,0.0000328361,0.9913207,0.005791383,0.000004691434,0.00001256504,0.000006429631,0.002323638],"genre_scores_gemma":[0.001235762,0.0002554762,0.00004168356,0.9836037,0.0112397,0.00001752807,0.000008043813,0.000007252094,0.003590917],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1815547,"threshold_uncertainty_score":0.07456005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1005146071582472,"score_gpt":0.3741817747134747,"score_spread":0.2736671675552275,"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."}}