{"id":"W4321782162","doi":"10.1136/heartjnl-2022-322167","title":"Predictive value of the TRI-SCORE for in-hospital mortality after redo isolated tricuspid valve surgery","year":2023,"lang":"en","type":"article","venue":"Heart","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Tricuspid valve; Predictive value; Logistic regression; Receiver operating characteristic; Complication; Mortality rate; Surgery; 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":[0.001811488,0.000442315,0.0003976989,0.00150972,0.0002341793,0.000748631,0.000426408,0.0005103698,0.002272952],"category_scores_gemma":[0.01021521,0.0001461537,0.0005124941,0.0008372997,0.0003498566,0.0004724494,0.0005985242,0.0008471588,0.000255434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003651512,"about_ca_system_score_gemma":0.0005030195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238249,"about_ca_topic_score_gemma":0.002408985,"domain_scores_codex":[0.9990581,0.0002894834,0.0001359983,0.0001579679,0.0002122332,0.0001462432],"domain_scores_gemma":[0.9919364,0.002388294,0.003516414,0.0002402896,0.0009867823,0.0009317175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006071143,0.00001271996,0.9984302,0.000007163777,0.00002857404,0.00003098601,0.00001273086,0.00009837497,0.00004545749,0.00001466624,0.0001081634,0.001150252],"study_design_scores_gemma":[0.000008792294,0.00009620364,0.9972127,0.00002245534,0.00004020401,0.0002867324,0.00008067221,0.001990321,0.00007299535,0.00005019553,0.0001336285,0.000005117097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970834,0.0007482119,0.0003748221,0.0002667503,0.00003404396,0.00001056948,0.0004066612,0.00001316361,0.001062342],"genre_scores_gemma":[0.9992117,0.0001013531,0.000200163,0.00002137882,0.00004669638,0.000005153444,0.0003536156,0.000001860068,0.00005814348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00238249,"threshold_uncertainty_score":0.009580195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02052969427633325,"score_gpt":0.3265186219660655,"score_spread":0.3059889276897322,"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."}}