{"id":"W2000594940","doi":"10.1186/cc5551","title":"Survey of acute renal failure in patients after cardiovascular surgery","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Bayer Canada","keywords":"Medicine; Incidence (geometry); Cardiac surgery; Acute kidney injury; Retrospective cohort study; Heart failure; Internal medicine; Surgery; Cardiology; Intensive care medicine","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":[0.0006977338,0.0001449074,0.0003223947,0.001274415,0.0004771852,0.0003981208,0.000226062,0.0005273409,0.001243241],"category_scores_gemma":[0.002439596,0.0002254282,0.0003192039,0.001419967,0.0002530227,0.0005633273,0.0003797616,0.0004370635,0.0002858453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002406693,"about_ca_system_score_gemma":0.0004317192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003658742,"about_ca_topic_score_gemma":0.002801807,"domain_scores_codex":[0.9992782,0.0002079931,0.0001500562,0.00009534923,0.0001455736,0.0001227957],"domain_scores_gemma":[0.9978757,0.0002882155,0.0008826193,0.0000799797,0.0003316075,0.000541769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000181881,0.00002444978,0.9993495,0.000006107644,0.000009454753,0.00003431243,0.00003817951,0.000009814938,0.00008217985,0.000005739489,0.00004758487,0.0003744922],"study_design_scores_gemma":[0.000002823385,0.0001630723,0.9989789,0.000004006392,0.000008911316,0.0003240215,0.0002093331,0.00004306394,0.00003891479,0.000006834147,0.0002161225,0.000004083892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987358,0.0002083584,0.0000889904,0.00007782687,0.000005540877,0.00001225522,0.0004787361,0.000004079637,0.0003884099],"genre_scores_gemma":[0.9989858,0.0002226307,0.00009444542,0.00007858975,0.00001547105,0.00001814983,0.0004746215,0.000001083775,0.0001090378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003658742,"threshold_uncertainty_score":0.007274866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272295878947233,"score_gpt":0.3397798415581741,"score_spread":0.3070568827687018,"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."}}