{"id":"W1480079961","doi":"10.1161/circulationaha.114.015156","title":"Temporal Trends in Percutaneous Coronary Intervention Appropriateness","year":2015,"lang":"en","type":"article","venue":"Circulation","topic":"Acute Myocardial Infarction Research","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Capital District Health Authority","funders":"","keywords":"Medicine; Appropriateness criteria; Percutaneous coronary intervention; Cardiology; Appropriate Use Criteria; Intensive care medicine; Internal medicine; Radiology; Myocardial infarction","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":[0.002015987,0.0001223249,0.0001564496,0.001480452,0.0002136733,0.0007390163,0.0003817546,0.0003164532,0.001441127],"category_scores_gemma":[0.007820741,0.000163265,0.0003053093,0.002886507,0.0002795887,0.0008303492,0.0005122306,0.0006752287,0.0001912919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414905,"about_ca_system_score_gemma":0.001328058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05086407,"about_ca_topic_score_gemma":0.05931348,"domain_scores_codex":[0.998615,0.0002369509,0.0002791024,0.0003460926,0.0003463814,0.0001763715],"domain_scores_gemma":[0.9903995,0.001578446,0.005153362,0.0003458415,0.002213385,0.000309412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003447496,0.00001799202,0.9914393,0.000058315,0.00005649513,0.00002670821,0.0001727353,0.0002623973,0.0001305464,0.0001753249,0.00111044,0.006515257],"study_design_scores_gemma":[0.000001397994,0.00001643995,0.9970734,0.00003190937,0.00001484439,0.00006705464,0.0002388638,0.0006156443,0.000132261,0.0000667685,0.001737446,0.000003952051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767452,0.002676912,0.001516316,0.003105029,0.0000716922,0.00003440076,0.009362794,0.00005470584,0.006433071],"genre_scores_gemma":[0.9952796,0.0008786976,0.0005906107,0.000276472,0.00006388306,0.00002022796,0.002610688,0.000009459478,0.0002704929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05086407,"threshold_uncertainty_score":0.101136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07101962284247638,"score_gpt":0.3503388107410685,"score_spread":0.2793191878985922,"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."}}