{"id":"W1943299843","doi":"10.1016/j.jtcvs.2015.08.077","title":"Surgical aortic valve replacement outcomes in the transcatheter era","year":2015,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Aortic valve replacement; Internal medicine; Myocardial infarction; Cardiology; Aortic valve; Prosthesis; Population; Surgery; Stenosis","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":[0.0003710155,0.0001819631,0.0003581356,0.0006112226,0.0003019534,0.0008472509,0.0003319413,0.0004877778,0.003125973],"category_scores_gemma":[0.002441871,0.0001205154,0.000639897,0.0004615042,0.0002407771,0.0007381179,0.0006334872,0.0009763295,0.0002509728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003034926,"about_ca_system_score_gemma":0.0003028836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001204513,"about_ca_topic_score_gemma":0.002032702,"domain_scores_codex":[0.999577,0.00005764971,0.00004419719,0.0001080716,0.00008038645,0.0001325945],"domain_scores_gemma":[0.9983576,0.0003619656,0.0007050745,0.00007071182,0.0001299801,0.0003747678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007560059,0.0001691268,0.9833546,0.00006915516,0.0003315329,0.0006371368,0.0002170043,0.0002867184,0.001031744,0.0004371406,0.0009613879,0.01174839],"study_design_scores_gemma":[0.00001767562,0.0001679229,0.9980637,0.00001678764,0.00007181108,0.0006358461,0.0002444304,0.0002301714,0.000089776,0.0001939885,0.0002586354,0.000009226631],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995784,0.001084924,0.00008918744,0.0002780451,0.00003341335,0.000003798588,0.00047134,0.000005514394,0.002249874],"genre_scores_gemma":[0.9989749,0.0003022468,0.00001895237,0.0000500082,0.00006123551,0.000002088927,0.0004066458,0.000001207148,0.000182664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003125973,"threshold_uncertainty_score":0.0104574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250376245209395,"score_gpt":0.3453098901572021,"score_spread":0.3128061277051081,"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."}}