{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002379098,0.0007396411,0.004653759,0.0006087628,0.0003464803,0.00008087063,0.0003999856,0.0003591343,0.0002108037],"category_scores_gemma":[0.0002834383,0.0005752987,0.03113362,0.0007887505,0.0003244043,0.0001523368,0.0004443016,0.0007320005,0.00003614293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005211598,"about_ca_system_score_gemma":0.0001990469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004027853,"about_ca_topic_score_gemma":0.00002617121,"domain_scores_codex":[0.9927794,0.001492202,0.002895131,0.001089189,0.001218362,0.0005257096],"domain_scores_gemma":[0.9965584,0.0003269827,0.000855709,0.00178764,0.0002636595,0.0002075854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001034712,0.0004893642,0.005203196,0.09772402,0.09421816,0.002060605,0.0002658689,0.004360495,0.000001426878,0.01031158,0.00110971,0.7841521],"study_design_scores_gemma":[0.002644396,0.0002987641,0.2019234,0.05206222,0.02051237,0.005125399,0.0004985321,0.00007568533,3.304768e-7,0.0002560857,0.7158411,0.0007617192],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001912311,0.9867693,0.002490895,0.0003175992,0.001888748,0.004621892,0.000222944,0.0001728997,0.001603377],"genre_scores_gemma":[0.06368972,0.9211828,0.001628485,0.000110923,0.000728513,0.002468281,0.003867668,0.0004118005,0.005911889],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7833904,"threshold_uncertainty_score":0.9996698,"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."}}