{"id":"W3163033018","doi":"10.1111/jocs.15658","title":"Patient‐prosthesis mismatch and surgical aortic valve replacement outcomes: Retrospective analysis of single‐center surgical data","year":2021,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; NOSM University","funders":"","keywords":"Medicine; Retrospective cohort study; Aortic valve replacement; Body mass index; Odds ratio; Cohort; Risk factor; Logistic regression; Single Center; Surgery; Aortic valve; Prosthesis; Body surface area; Internal medicine","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":[0.0007972255,0.0002424499,0.002359899,0.0004063849,0.00004602502,0.00004153966,0.00006647979,0.00009800318,0.0001732884],"category_scores_gemma":[0.0005416598,0.0001833727,0.005658469,0.0007408159,0.00008196618,0.0001716853,0.0001621165,0.000173814,0.00000203857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001845092,"about_ca_system_score_gemma":0.0002442313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000185634,"about_ca_topic_score_gemma":8.41386e-7,"domain_scores_codex":[0.9968361,0.0003101247,0.00113275,0.0004031965,0.001030648,0.00028716],"domain_scores_gemma":[0.9965109,0.0009540655,0.0006550986,0.0008219908,0.0006818091,0.0003761167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000691914,0.0009937445,0.9573196,0.00005344317,0.03412991,0.0007343262,0.00008853199,0.00000245335,0.00004194979,0.000003959919,0.00177459,0.004165561],"study_design_scores_gemma":[0.00107278,0.0001760946,0.973948,0.0001637739,0.02034835,0.0003909604,0.0003646087,0.00001239673,0.000322062,0.000009635497,0.003032893,0.0001584557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911386,0.006767495,0.000003050273,0.0002871728,0.000537945,0.0001365677,0.0005525108,0.000008503087,0.0005681817],"genre_scores_gemma":[0.9972054,0.002103656,0.00007835055,0.00006984887,0.0001389357,0.000003323823,0.0003110813,0.00002432776,0.0000651227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01662838,"threshold_uncertainty_score":0.7477722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02750032723408585,"score_gpt":0.3285335311550264,"score_spread":0.3010332039209406,"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."}}