{"id":"W3133769542","doi":"10.1097/01.pcc.0000738312.00793.14","title":"O052 / #846: SEPSIS ASSOCIATED AKI PHENOTYPES ARE ASSOCIATED WITH UNIQUE PATIENT OUTCOMES","year":2021,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Acute kidney injury; Sepsis; Internal medicine; Incidence (geometry); Severity of illness; Mechanical ventilation; Stage (stratigraphy); Epidemiology","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":[0.0006217388,0.0002251242,0.0003460269,0.0004006378,0.0002846957,0.0005016601,0.0002904747,0.000381077,0.00678245],"category_scores_gemma":[0.001499221,0.00009473522,0.0003502504,0.000737281,0.0002885355,0.0003199577,0.0004831704,0.0004756847,0.0007186414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001488504,"about_ca_system_score_gemma":0.0004699489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001173691,"about_ca_topic_score_gemma":0.001502417,"domain_scores_codex":[0.9997209,0.00007494777,0.00003793068,0.00006002315,0.00005108002,0.00005510903],"domain_scores_gemma":[0.9983987,0.0001965001,0.000853765,0.00005606001,0.0001618479,0.0003331517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002617047,0.00003252373,0.9958081,0.00002301549,0.000032092,0.00009440265,0.00001810865,0.00004208666,0.0004617819,0.00003206844,0.000831768,0.002362196],"study_design_scores_gemma":[0.0000177603,0.00008109368,0.9986032,0.0000137745,0.000021518,0.000534649,0.00006655239,0.0001947298,0.0001234405,0.00006739381,0.0002728671,0.0000030572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966424,0.0001926452,0.0001977149,0.0002819545,0.00001942136,0.000008700849,0.001868103,0.000007646094,0.0007815672],"genre_scores_gemma":[0.9958046,0.0001160796,0.0003634263,0.0001165674,0.00007183853,0.00001803995,0.003111264,0.00001029601,0.0003877831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00678245,"threshold_uncertainty_score":0.02268952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02777535908957942,"score_gpt":0.3461753130071676,"score_spread":0.3183999539175882,"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."}}