{"id":"W3215741798","doi":"10.1016/j.cjca.2021.11.015","title":"Coronary Computed Tomographic Angiography Often Allows for the Avoidance of Invasive Coronary Angiography Before Transcatheter Aortic Valve Implantation","year":2021,"lang":"en","type":"letter","venue":"Canadian Journal of Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Computed tomographic angiography; Coronary angiography; Radiology; Angiography; Cardiology; Computed tomographic; Conventional angiography; Internal medicine; Computed tomography; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007868044,0.0006472126,0.001172424,0.001012487,0.002531199,0.001947116,0.0008148421,0.02181461,0.006093021],"category_scores_gemma":[0.009534951,0.0004431344,0.000940403,0.0006823393,0.001744015,0.00161473,0.0006134968,0.0171998,0.003449795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378694,"about_ca_system_score_gemma":0.002238835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007540261,"about_ca_topic_score_gemma":0.01684751,"domain_scores_codex":[0.9987759,0.0002898007,0.0001540418,0.0001463923,0.0003803141,0.0002535316],"domain_scores_gemma":[0.9967505,0.001657336,0.0003007368,0.0001344916,0.0005463515,0.000610622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002733422,0.0002599054,0.02107227,0.0002122998,0.00006119289,0.4033195,0.000614333,0.0004149893,0.003013169,0.007503472,0.521288,0.04196746],"study_design_scores_gemma":[0.0002488404,0.0004896206,0.02444974,0.00110867,0.00009244544,0.440375,0.001268666,0.0023533,0.001486271,0.01994014,0.5080063,0.0001810234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01078878,0.003110221,0.001030506,0.9383522,0.01199183,0.00003933022,0.00009315195,0.00009997015,0.03449402],"genre_scores_gemma":[0.1530678,0.008029842,0.003271373,0.7111177,0.09623121,0.00007849488,0.000165923,0.0001169993,0.02792057],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02181461,"threshold_uncertainty_score":0.02038318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503508155853248,"score_gpt":0.2623821492621049,"score_spread":0.2473470677035724,"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."}}