{"id":"W1593306595","doi":"10.1002/ccd.25611","title":"Chronic total occlusion percutaneous coronary intervention case selection and techniques for the antegrade‐only operator","year":2014,"lang":"en","type":"review","venue":"Catheterization and Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; McGill University; Jewish General Hospital; Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec","funders":"","keywords":"Medicine; Percutaneous coronary intervention; Percutaneous; Coronary angiography; Radiology; Selection (genetic algorithm); Interventional cardiology; Surgery; Cardiology; Myocardial infarction; Artificial intelligence","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":[0.0004451798,0.0006164963,0.0008915268,0.002813377,0.0003072552,0.0006935886,0.0006597753,0.0007250354,0.003414364],"category_scores_gemma":[0.001821999,0.0001988821,0.000542421,0.001594576,0.0004153087,0.000790262,0.00042887,0.0008861371,0.001697792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003378308,"about_ca_system_score_gemma":0.001120915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001265805,"about_ca_topic_score_gemma":0.002178422,"domain_scores_codex":[0.9996853,0.0000583139,0.00008226934,0.00004534644,0.0001061327,0.00002262966],"domain_scores_gemma":[0.9993709,0.0003226063,0.000129842,0.00001517455,0.0001339815,0.00002746511],"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":[0.00004159106,0.00005937112,0.00141904,0.01953348,0.00006350401,0.0005644243,0.0001052056,0.0001803103,0.0005259511,0.00128609,0.02122935,0.9549917],"study_design_scores_gemma":[0.00004924539,0.0002105318,0.01643326,0.05719181,0.0005762382,0.03240105,0.0004782033,0.0003444441,0.0007969325,0.003559083,0.8879004,0.00005875035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005258927,0.9962071,0.0003429774,0.0005044686,0.0002127026,0.00002008761,0.00003147753,0.00001215538,0.002143096],"genre_scores_gemma":[0.002299565,0.9961638,0.0006440984,0.0002016979,0.0002015152,0.00001850646,0.00005545321,0.000002589829,0.0004127033],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003414364,"threshold_uncertainty_score":0.01142216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02836586778987264,"score_gpt":0.3305665742267128,"score_spread":0.3022007064368402,"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."}}