{"id":"W2143851667","doi":"10.2215/cjn.09531010","title":"An Assessment of the Acute Kidney Injury Network Creatinine-Based Criteria in Patients Submitted to Mechanical Ventilation","year":2011,"lang":"en","type":"article","venue":"Clinical Journal of the American Society of Nephrology","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Acute kidney injury; Creatinine; Intensive care unit; Mechanical ventilation; Cohort; Prospective cohort study; Population; Cohort study; Renal function; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002250649,0.0003874283,0.0006829576,0.001223211,0.000406963,0.0008282212,0.0006543358,0.0007622801,0.0009082162],"category_scores_gemma":[0.00716594,0.0001923144,0.0005634323,0.001241418,0.0003364708,0.0008456962,0.0007813713,0.000721263,0.0002571094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004409727,"about_ca_system_score_gemma":0.000693702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001494398,"about_ca_topic_score_gemma":0.002140627,"domain_scores_codex":[0.9981073,0.0005651621,0.0003654172,0.0002410682,0.0005346322,0.0001864151],"domain_scores_gemma":[0.9936178,0.000949247,0.003920854,0.0002180382,0.0006474692,0.0006465855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007921443,0.00001934851,0.9993151,0.000006145458,0.00001606379,0.00002361941,0.00001303157,0.00002096962,0.00009038887,0.000006507533,0.00004042082,0.0003691675],"study_design_scores_gemma":[0.00001802147,0.0001699174,0.9985416,0.000009495343,0.00001901226,0.0004724116,0.00008542705,0.000420887,0.00009192417,0.00002176258,0.0001447371,0.000004848128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985836,0.0002632591,0.0002230574,0.0000694823,0.00001668183,0.00003514013,0.0003448931,0.000003550493,0.0004604885],"genre_scores_gemma":[0.9989956,0.00005691957,0.0003495698,0.00003756722,0.00002836569,0.00003394139,0.0004408062,0.000001640949,0.00005566598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002250649,"threshold_uncertainty_score":0.01190269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05697077892128995,"score_gpt":0.4471854654587779,"score_spread":0.3902146865374879,"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."}}