{"id":"W2079321698","doi":"10.1016/s1072-7515(01)00976-0","title":"Predictors of General Surgical Complications After Heart Transplantation","year":2001,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre","funders":"","keywords":"Medicine; Incidence (geometry); Heart transplantation; Univariate analysis; Cohort; Surgery; Logistic regression; Intensive care unit; Heart disease; Multivariate analysis; Retrospective cohort study; Transplantation; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004744706,0.0002037212,0.0002059516,0.0005007972,0.000360871,0.0005324178,0.0002437101,0.0003180023,0.002528732],"category_scores_gemma":[0.003164486,0.0001028037,0.0002719181,0.0006308898,0.0004408308,0.0002454247,0.0004812158,0.0007639516,0.0001425052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002211775,"about_ca_system_score_gemma":0.0004140968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001159016,"about_ca_topic_score_gemma":0.001347048,"domain_scores_codex":[0.9996819,0.00006714881,0.00004949293,0.00004361929,0.00007651314,0.00008129711],"domain_scores_gemma":[0.9939207,0.001256615,0.003214106,0.0000987089,0.0002672567,0.001242607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002559437,0.000008590577,0.9993184,0.00000432583,0.000007959911,0.00008753243,0.000007214659,0.00003120895,0.00003802495,0.000004602579,0.00003077006,0.0004357368],"study_design_scores_gemma":[0.000002857088,0.00007216097,0.9987624,0.000006038289,0.000009901863,0.0008885475,0.00004192986,0.0001157732,0.00002959185,0.00001337896,0.0000559176,0.000001489757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988488,0.0005158953,0.00007549108,0.00006498491,0.000007490607,0.000005297401,0.00008168381,0.000004244367,0.0003960574],"genre_scores_gemma":[0.9995738,0.0001541487,0.00004855484,0.00001763979,0.00002393118,0.00000269013,0.0001394869,0.000001272294,0.0000384891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002528732,"threshold_uncertainty_score":0.008459449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728317422219212,"score_gpt":0.303243737223888,"score_spread":0.2859605630016959,"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."}}