{"id":"W4312935500","doi":"10.26443/mjm.v20i2.943","title":"Approach to Acute Kidney Injury","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Acute kidney injury; Etiology; Dialysis; Intensive care medicine; Renal function; Kidney; Creatinine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.00193688,0.001214359,0.0008574153,0.00288188,0.001546078,0.00344777,0.001824026,0.003308041,0.01392939],"category_scores_gemma":[0.005295923,0.0003092324,0.0009730615,0.00132717,0.002066717,0.003077215,0.005002462,0.009102311,0.008882049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003889644,"about_ca_system_score_gemma":0.006247363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003532192,"about_ca_topic_score_gemma":0.007144195,"domain_scores_codex":[0.9983624,0.0004200841,0.0001602379,0.000236931,0.000621702,0.0001986931],"domain_scores_gemma":[0.9978588,0.0004116577,0.0001466346,0.00009948124,0.0009406446,0.0005426399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008320085,0.000158877,0.002689727,0.002713531,0.00007557275,0.003130123,0.001401682,0.000516992,0.001456765,0.06197738,0.4037548,0.5220414],"study_design_scores_gemma":[0.00001593823,0.00007018988,0.001107675,0.00263362,0.00002085679,0.008150887,0.0004638965,0.0001263974,0.000168557,0.02143008,0.9657851,0.00002669721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003155434,0.4976498,0.05481674,0.2062418,0.03771341,0.0005034983,0.0004045896,0.0009565974,0.1985583],"genre_scores_gemma":[0.02887565,0.6473265,0.05224796,0.1284021,0.04908108,0.0005874101,0.0006752317,0.0003309644,0.09247316],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01392939,"threshold_uncertainty_score":0.04659849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04574325647300883,"score_gpt":0.3556683705239692,"score_spread":0.3099251140509604,"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."}}