{"id":"W22465270","doi":"10.1177/039139880703000402","title":"Patient and Kidney Survival by Dialysis Modality in Critically Ill Patients with Acute Kidney Injury","year":2007,"lang":"en","type":"article","venue":"The International Journal of Artificial Organs","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":200,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Renal replacement therapy; Medicine; Dialysis; Intensive care unit; Acute kidney injury; Mechanical ventilation; Intensive care medicine; Propensity score matching; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166593,0.0001641047,0.0003274987,0.0002925965,0.0000702649,0.00007054988,0.0003323989,0.00007856421,0.0002795781],"category_scores_gemma":[0.003325226,0.0001034969,0.00008722477,0.000289514,0.000250908,0.000220558,0.0001233262,0.0005311701,0.000009970916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002610003,"about_ca_system_score_gemma":0.0005065981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001030508,"about_ca_topic_score_gemma":0.00002007575,"domain_scores_codex":[0.9970352,0.0001014534,0.0007661913,0.0001838633,0.001598517,0.0003147853],"domain_scores_gemma":[0.9956405,0.0001716416,0.0002372061,0.0001867249,0.003122092,0.0006418037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02698242,0.00332719,0.7403873,0.00003236708,0.002634362,0.001033623,0.003192708,0.000001656775,0.1023713,0.00101615,0.08968163,0.02933929],"study_design_scores_gemma":[0.01704267,0.009938149,0.6453387,0.0009764976,0.001800821,0.0008228208,0.002735378,0.0006071854,0.2473676,0.004526134,0.06741025,0.001433831],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9461629,0.000008558436,0.001631431,0.05049235,0.0004589653,0.0002137283,0.0005558056,0.00000913509,0.0004671733],"genre_scores_gemma":[0.9879348,0.00003074588,0.0006215197,0.01092895,0.0003039738,0.000002395412,0.00007762189,0.00002599442,0.0000740554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1449963,"threshold_uncertainty_score":0.4220483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01118033829592155,"score_gpt":0.3057665526262008,"score_spread":0.2945862143302793,"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."}}