{"id":"W4293565848","doi":"10.1016/j.cjco.2022.08.010","title":"Validation of the Emory Risk Score in the Transcatheter Aortic Valve Implantation Population: A Canadian Perspective","year":2022,"lang":"en","type":"article","venue":"CJC Open","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Manitoba; St. Boniface Hospital","funders":"","keywords":"Medicine; Population; Logistic regression; Internal medicine; Cardiology; Receiver operating characteristic; Odds ratio; Risk assessment; Calculator; Surgery; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005862211,0.0004222675,0.0004386402,0.001769285,0.001555179,0.001444157,0.001099635,0.0004780653,0.002285196],"category_scores_gemma":[0.01610333,0.0001595444,0.0003840991,0.00191191,0.001039088,0.0004413238,0.0007367581,0.0009643399,0.0002643845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01455981,"about_ca_system_score_gemma":0.0285092,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9457501,"about_ca_topic_score_gemma":0.9494041,"domain_scores_codex":[0.9963849,0.0005679788,0.0001651069,0.0003604695,0.002053526,0.0004679921],"domain_scores_gemma":[0.9908749,0.001230926,0.0008567029,0.0002140322,0.005846992,0.0009763935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001926887,0.00009645898,0.9591201,0.00009734679,0.00009157346,0.0002877413,0.0008570803,0.0004202693,0.0005843668,0.001197259,0.003277921,0.03377731],"study_design_scores_gemma":[0.00003435227,0.0001068568,0.9937193,0.0001039016,0.00005356215,0.0002813107,0.000668524,0.001199888,0.000211153,0.0001089277,0.003488612,0.00002357314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960382,0.003821749,0.002320563,0.007201068,0.0001354213,0.0001945442,0.002938512,0.00003479122,0.02297127],"genre_scores_gemma":[0.9940203,0.001530559,0.002032519,0.0005415489,0.00005631994,0.00002965603,0.000980385,0.00001852135,0.000790289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05424988,"threshold_uncertainty_score":0.1091387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138989986391215,"score_gpt":0.3386251432018423,"score_spread":0.3172352433379301,"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."}}