{"id":"W4223965544","doi":"10.1111/jocs.16531","title":"Complete transcatheter versus complete surgical management for combined aortic stenosis and coronary artery disease: A false dichotomy?","year":2022,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Stenosis; Coronary artery disease; Valve replacement; Cardiology; Percutaneous; Artery; Internal medicine; Aortic valve replacement; Percutaneous coronary intervention; Aortic valve stenosis; Bypass grafting; Surgery; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005732733,0.0002526876,0.001089031,0.0002821641,0.0002228736,0.00003713292,0.00007548001,0.00002970405,0.0001120704],"category_scores_gemma":[0.00002489511,0.0002231673,0.004887766,0.0001692265,0.00007737235,0.0001011493,0.00007359908,0.0001825577,0.000003032168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749458,"about_ca_system_score_gemma":0.0001090215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002243342,"about_ca_topic_score_gemma":4.469581e-8,"domain_scores_codex":[0.9977387,0.000225681,0.0006477803,0.0002716421,0.0007503374,0.000365866],"domain_scores_gemma":[0.9978293,0.0009267171,0.0002673815,0.0002860655,0.0001322866,0.0005583105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05370343,0.001378962,0.87376,0.0006339981,0.02299505,0.002816652,0.0001357606,0.00004120054,0.00007404429,0.0001499944,0.01299628,0.03131457],"study_design_scores_gemma":[0.007184699,0.0008113534,0.938452,0.0001105335,0.00789202,0.0001651972,0.0002583533,0.00004478347,0.000002388276,0.0001089142,0.04470918,0.0002605605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885406,0.006471102,0.00002235088,0.0007984742,0.001758181,0.0008710904,0.001342593,0.00002301897,0.0001725559],"genre_scores_gemma":[0.9978198,0.001032309,0.0000604012,0.0002026996,0.000288532,0.0001886989,0.0002649187,0.0000471748,0.00009547223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06469197,"threshold_uncertainty_score":0.91005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03216154428770036,"score_gpt":0.3017253185822105,"score_spread":0.2695637742945101,"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."}}