{"id":"W1844897932","doi":"10.1016/j.athoracsur.2015.07.004","title":"Long-Term Outcome and Predictors of Noninstitutionalized Survival Subsequent to Prolonged Intensive Care Unit Stay After Cardiac Surgical Procedures","year":2015,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiac and Coronary Surgery Techniques","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Intensive care unit; Extracorporeal membrane oxygenation; Cardiotomy; Mechanical ventilation; Retrospective cohort study; Cohort; Ventricular assist device; Logistic regression; Survival analysis; Surgery; Internal medicine; Heart failure; Cardiopulmonary bypass","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":[0.0006347627,0.0003241255,0.000257039,0.0006383817,0.0008865226,0.001204551,0.0005775297,0.0008894565,0.002097923],"category_scores_gemma":[0.003837918,0.0001979293,0.0006371897,0.000779645,0.0006804003,0.0008621382,0.001078094,0.001464914,0.0003324017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005719401,"about_ca_system_score_gemma":0.0008393888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005136087,"about_ca_topic_score_gemma":0.00797775,"domain_scores_codex":[0.9995257,0.0001035833,0.00006193872,0.00006209841,0.00004786199,0.0001988232],"domain_scores_gemma":[0.995526,0.0006059377,0.001955773,0.0002077196,0.000293153,0.001411433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00019463,0.00005659924,0.9988137,0.000004469401,0.00004824156,0.0001105093,0.00006196447,0.00004148708,0.00008727465,0.00002738809,0.00006234253,0.0004913749],"study_design_scores_gemma":[0.000003736878,0.00009931229,0.9991717,0.00000684757,0.00002054997,0.0001404641,0.0003083397,0.0001090132,0.00002608857,0.00005142961,0.00005707024,0.000005445833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991761,0.0001881794,0.00002897111,0.00008186002,0.00001448499,0.000002914682,0.000128656,0.00000178484,0.0003770025],"genre_scores_gemma":[0.9994895,0.0000705993,0.00001778256,0.00002155594,0.00002719267,0.000002968257,0.0002525841,0.000001139701,0.0001166544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005136087,"threshold_uncertainty_score":0.01021236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1244106037301726,"score_gpt":0.3985776033629473,"score_spread":0.2741669996327747,"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."}}