{"id":"W4410008412","doi":"10.3390/jcm14093107","title":"Short-Term Reactions to Oliguria in Critically Ill Patients: A Retrospective Cohort Study","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Critically ill; Oliguria; Retrospective cohort study; Term (time); Intensive care medicine; Cohort; Pediatrics; Internal medicine; Renal function","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":[0.002472199,0.0005034863,0.000783593,0.001284514,0.0006379593,0.001053691,0.0005696515,0.0005367727,0.00135105],"category_scores_gemma":[0.005522892,0.0005954102,0.001055008,0.001880446,0.0004565228,0.001021957,0.0009540061,0.0008560711,0.0002528893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006709718,"about_ca_system_score_gemma":0.0008297437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908934,"about_ca_topic_score_gemma":0.0043716,"domain_scores_codex":[0.997635,0.0005297553,0.0004965875,0.000636875,0.0004318012,0.0002699385],"domain_scores_gemma":[0.9924033,0.00104435,0.004486766,0.0006721627,0.0006063185,0.0007871425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001898005,0.00003682832,0.9989215,0.00001690669,0.00009349721,0.00008704441,0.0000679583,0.00002045157,0.00006661044,0.000008841209,0.00007194527,0.0004186392],"study_design_scores_gemma":[0.00004061448,0.0004902923,0.9975668,0.00003005327,0.0001299991,0.0006431941,0.000443685,0.0002877992,0.00006343539,0.00002042078,0.0002700436,0.00001368177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989214,0.0002700381,0.0001459301,0.00002414724,0.000009632672,0.00005198403,0.0004267499,0.000002834208,0.0001472534],"genre_scores_gemma":[0.9988784,0.0001524882,0.0001623955,0.00004822683,0.00001996465,0.00006045096,0.0006261838,0.000003629396,0.00004806786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003908934,"threshold_uncertainty_score":0.01307434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06270197797088012,"score_gpt":0.4994924431452656,"score_spread":0.4367904651743855,"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."}}