{"id":"W4200097313","doi":"10.1016/j.jcin.2021.10.026","title":"10-Year All-Cause Mortality Following Percutaneous or Surgical Revascularization in Patients With Heavy Calcification","year":2021,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Fukuda Foundation for Medical Technology; Japanese Circulation Society; Boston Scientific Corporation","keywords":"Conventional PCI; Medicine; Percutaneous coronary intervention; Revascularization; Stenosis; Cardiology; Coronary artery disease; Internal medicine; Surgery; Bypass grafting; Cardiac surgery; Artery; Percutaneous; 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":[0.0004113147,0.0004203638,0.0005655839,0.0008301056,0.0004228641,0.001048096,0.0004386935,0.0009155963,0.002508692],"category_scores_gemma":[0.001529314,0.0003836928,0.0009316462,0.0007776801,0.0003781666,0.0008408569,0.0007554888,0.001258444,0.0002678855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003066895,"about_ca_system_score_gemma":0.0003955011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00454025,"about_ca_topic_score_gemma":0.00678656,"domain_scores_codex":[0.9997013,0.00004720754,0.00002862108,0.00007137364,0.00004761061,0.0001038009],"domain_scores_gemma":[0.9991184,0.0001900171,0.0003159954,0.00006281787,0.00005653913,0.0002562442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005972436,0.0000689701,0.99721,0.00001809086,0.0001572367,0.0001703491,0.00003107574,0.00007724771,0.0001453789,0.00004399184,0.0001101441,0.001370256],"study_design_scores_gemma":[0.00002169183,0.00009718053,0.9989631,0.00000729564,0.00008383176,0.0002703445,0.0001216412,0.0002409052,0.00002190832,0.00008235949,0.00008381345,0.000005966647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979894,0.0005062444,0.00005935903,0.0001010575,0.00001914135,0.000005006696,0.0003274013,0.000005562855,0.0009867109],"genre_scores_gemma":[0.9988564,0.0002253739,0.0000383652,0.00003804109,0.00007187709,0.000003796605,0.0004632898,0.000001787205,0.0003010629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00454025,"threshold_uncertainty_score":0.00902766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04919611263376703,"score_gpt":0.3200716009557184,"score_spread":0.2708754883219514,"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."}}