{"id":"W4213374337","doi":"10.1016/j.jaccas.2021.12.005","title":"The Heart Team for Coronary Revascularization Decisions","year":2022,"lang":"en","type":"article","venue":"JACC Case Reports","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre","funders":"Data Science Institute, Columbia University; OrbusNeich; National Institutes of Health; Medtronic; Insel Gruppe; Boston Scientific Corporation; Chiesi Farmaceutici; CSL Behring; Cancer Research Foundation; Johns Hopkins University; Abbott Laboratories; Bayer Fund; Canada Excellence Research Chairs, Government of Canada; California Institute for Regenerative Medicine","keywords":"Revascularization; Medicine; Guideline; Cardiology; Internal medicine; Coronary artery disease; Multidisciplinary team; Coronary heart disease; Myocardial revascularization; Clinical decision making; Stent; Intensive care medicine; Myocardial infarction; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001073358,0.0004826068,0.0002651739,0.001242425,0.002445831,0.00208838,0.0008451174,0.002081419,0.01595655],"category_scores_gemma":[0.01011053,0.0002284305,0.0006187058,0.0005774639,0.0007656034,0.001862919,0.002545669,0.005613205,0.003793183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001194945,"about_ca_system_score_gemma":0.00310868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001366571,"about_ca_topic_score_gemma":0.002483759,"domain_scores_codex":[0.9985073,0.0004219034,0.0001664906,0.0001413333,0.000488322,0.0002746127],"domain_scores_gemma":[0.9969873,0.0004132144,0.000298855,0.0001073117,0.0006417734,0.001551513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0001292727,0.0002466322,0.02701613,0.0002969661,0.00007245675,0.1942692,0.003307188,0.001013323,0.001891214,0.0202154,0.4903928,0.2611495],"study_design_scores_gemma":[0.0001249605,0.0002173495,0.01602243,0.003450867,0.00008584792,0.3050831,0.005515559,0.003460184,0.0009315701,0.0476476,0.6173179,0.0001427085],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0694901,0.01653079,0.05138245,0.4228438,0.02734534,0.0008973537,0.0004277311,0.000968191,0.4101142],"genre_scores_gemma":[0.7487035,0.0170835,0.05355681,0.08464125,0.03306283,0.0007249,0.0008499643,0.0004008986,0.06097635],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01595655,"threshold_uncertainty_score":0.05337995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02142424923472481,"score_gpt":0.2941518416125178,"score_spread":0.272727592377793,"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."}}