{"id":"W4280514188","doi":"10.1016/j.jcin.2022.04.025","title":"Predicted and Observed Mortality at 10 Years in Patients With Bifurcation Lesions in the SYNTAX Trial","year":2022,"lang":"en","type":"article","venue":"JACC: Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Syntax; Medicine; Bifurcation; Internal medicine; Linguistics; Philosophy; Physics","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":[0.0009344899,0.0001323038,0.0003384426,0.00024428,0.0001715253,0.00002741145,0.0001481866,0.0000485697,0.0007846878],"category_scores_gemma":[0.000255839,0.0001089082,0.000865213,0.0005433796,0.00006089649,0.0000899705,0.0002081974,0.0002969424,0.000008142092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002589321,"about_ca_system_score_gemma":0.00004818565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004653342,"about_ca_topic_score_gemma":0.0009268423,"domain_scores_codex":[0.9979295,0.0004936621,0.0004856565,0.0003159897,0.0005829916,0.0001922394],"domain_scores_gemma":[0.9990197,0.0001062166,0.00008836539,0.0006473675,0.00008014181,0.00005816488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005645493,0.005692673,0.9688716,0.0002359747,0.001606335,0.0002360618,0.000788463,0.0014869,0.000002895902,0.0002441887,0.002528487,0.01266094],"study_design_scores_gemma":[0.02530263,0.001136244,0.9677985,0.0002158595,0.0006116563,0.00002567295,0.0004707821,0.00009644366,0.000001456602,0.00003564058,0.004195658,0.0001094094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963508,0.001069858,0.00009187436,0.0001929636,0.0001903191,0.001670645,0.0001717658,0.00002805093,0.0002336928],"genre_scores_gemma":[0.9981408,0.00003734512,0.00006187388,0.00004912075,0.00003988713,0.0007274474,0.0006233318,0.0000180044,0.0003021536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01965714,"threshold_uncertainty_score":0.8591781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05300770086164271,"score_gpt":0.2838034141255216,"score_spread":0.2307957132638788,"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."}}