{"id":"W4321018144","doi":"10.1161/hcv.0000000000000088","title":"2023 ACC/AHA/SCAI Advanced Training Statement on Interventional Cardiology (Coronary, Peripheral Vascular, and Structural Heart Interventions): A Report of the ACC Competency Management Committee","year":2023,"lang":"en","type":"review","venue":"Circulation Cardiovascular Interventions","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kimberly-Clark (Canada)","funders":"","keywords":"Medicine; Psychological intervention; Cardiology; Interventional cardiology; Statement (logic); Internal medicine; Nursing","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":[0.01696897,0.0007790086,0.001702254,0.007434862,0.0009665917,0.001837685,0.001736584,0.001970128,0.01552252],"category_scores_gemma":[0.04078395,0.0005668424,0.001608057,0.005589922,0.0007139994,0.001431691,0.001202464,0.002578626,0.008999906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003115167,"about_ca_system_score_gemma":0.0230057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951851,"about_ca_topic_score_gemma":0.03152372,"domain_scores_codex":[0.9935693,0.001526035,0.001309426,0.000200332,0.003187705,0.0002072821],"domain_scores_gemma":[0.9609555,0.006939817,0.003887167,0.0007403805,0.02649638,0.0009807522],"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":[0.0000541578,0.00003774793,0.0006208414,0.01620374,0.0001442066,0.00007920855,0.00007642384,0.00008553744,0.0003220491,0.001429386,0.6606886,0.3202581],"study_design_scores_gemma":[0.00006293333,0.00004285382,0.003506867,0.03732191,0.0002738879,0.0003771879,0.00008297651,0.0001186492,0.0002869187,0.0006481069,0.9572533,0.000024419],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001454149,0.7740487,0.007355084,0.07491029,0.04023752,0.007552004,0.01405284,0.000359383,0.08003006],"genre_scores_gemma":[0.00851908,0.9062251,0.01910324,0.01496884,0.009158446,0.004405525,0.01816315,0.0001376069,0.01931907],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01951851,"threshold_uncertainty_score":0.08974153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1259361988951582,"score_gpt":0.385085798644059,"score_spread":0.2591495997489008,"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."}}