{"id":"W768113253","doi":"","title":"RENAL FUNCTION IN PATIENTS UNDERGOING SURGERY","year":2014,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Kidney Foundation of Canada; Canadian Institutes of Health Research; Canadian Society of Nephrology; Heart and Stroke Foundation of Canada","keywords":"Medicine; Renal function; Acute kidney injury; Cardiac surgery; Troponin; Randomized controlled trial; Kidney; Surgery; Cardiology; Internal medicine; Myocardial infarction","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003269986,0.00006822805,0.0001842337,0.0002764975,0.0003222561,0.0003710901,0.00009640079,0.0001855225,0.004079178],"category_scores_gemma":[0.001322828,0.00005568544,0.0001973707,0.0004750363,0.0000981753,0.0001964968,0.000220389,0.0004831865,0.0004518005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000328771,"about_ca_system_score_gemma":0.0006726278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001542233,"about_ca_topic_score_gemma":0.003457476,"domain_scores_codex":[0.9998424,0.00003134852,0.00001155176,0.00002677017,0.00005282841,0.00003512385],"domain_scores_gemma":[0.9998034,0.00004534825,0.00004154696,0.00000777485,0.00003675044,0.00006522187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006942755,0.0009497942,0.6348187,0.0008834757,0.000189402,0.0003206797,0.002149454,0.0003812491,0.00155773,0.002375334,0.0428015,0.3128784],"study_design_scores_gemma":[0.00003816891,0.0006287002,0.9737446,0.0002898996,0.00004983988,0.0003535038,0.0004798417,0.00008154776,0.000268109,0.0007190083,0.0233344,0.00001232513],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8277748,0.07061975,0.0004886864,0.01525232,0.0009414922,0.000194627,0.002690951,0.00003946274,0.08199798],"genre_scores_gemma":[0.9536713,0.0304546,0.0004980936,0.002299468,0.0004732118,0.0001153854,0.0009190812,0.000006260566,0.01156256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004079178,"threshold_uncertainty_score":0.01364625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014659928331492,"score_gpt":0.1977873700981672,"score_spread":0.1876407708148523,"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."}}