{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005249702,0.0002456539,0.0006312559,0.0002004238,0.0001128441,0.0000818865,0.0001143772,0.0001593825,0.00284316],"category_scores_gemma":[0.0005524508,0.0002118037,0.002825602,0.0006481585,0.00005005165,0.0002015732,0.00009690028,0.0002679013,0.00018103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002711399,"about_ca_system_score_gemma":0.0001399252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009758808,"about_ca_topic_score_gemma":0.0002756133,"domain_scores_codex":[0.9972816,0.0003151278,0.0007216283,0.0005992815,0.0007577679,0.0003245898],"domain_scores_gemma":[0.9980481,0.00008455721,0.00009279122,0.001118334,0.0004829184,0.0001733198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002993806,0.01699192,0.8544797,0.002560806,0.05721359,0.02785127,0.0004783776,0.002979165,0.00006262811,0.001778337,0.003000141,0.02961024],"study_design_scores_gemma":[0.01040893,0.001255457,0.9412655,0.002866888,0.009963377,0.001323802,0.000444144,0.0002380806,0.0001174593,0.00004886679,0.03143239,0.0006350792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898848,0.002470383,0.004060891,0.0001845905,0.0002831926,0.0009839634,0.00006738715,0.000112043,0.001952729],"genre_scores_gemma":[0.9937797,0.0001851315,0.001060358,0.00003415325,0.00009221445,0.000103518,0.001582034,0.00005238967,0.003110527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08678582,"threshold_uncertainty_score":0.9980684,"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."}}