{"id":"W4391107404","doi":"10.1080/02699052.2024.2304885","title":"Severe traumatic brain injury and acute kidney injury patients: factors associated with in-hospital mortality and unfavorable outcomes","year":2024,"lang":"en","type":"article","venue":"Brain Injury","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Traumatic brain injury; Acute kidney injury; Injury Severity Score; Glasgow Outcome Scale; Internal medicine; Retrospective cohort study; Glasgow Coma Scale; Abbreviated Injury Scale; Severity of illness; Poison control; Injury prevention; Cohort study; Emergency medicine; Surgery; Psychiatry","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":[0.000497095,0.0002557083,0.0003167696,0.000731066,0.0003562261,0.0005454599,0.0002499543,0.0002818085,0.001859387],"category_scores_gemma":[0.00211628,0.0001322479,0.0004429044,0.001044347,0.0002045703,0.0004635484,0.0004507272,0.0005244169,0.0001681066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002249309,"about_ca_system_score_gemma":0.0007483573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002211337,"about_ca_topic_score_gemma":0.003512578,"domain_scores_codex":[0.9994886,0.0001258428,0.00009360089,0.00007683453,0.0001007405,0.0001142584],"domain_scores_gemma":[0.9983258,0.0001309751,0.001098164,0.00005592905,0.0001394319,0.0002496118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004128618,0.00002001648,0.9993285,0.000007481629,0.00003190651,0.00003502891,0.00001172845,0.00001350244,0.00003945646,0.000006501808,0.00003739363,0.0004271764],"study_design_scores_gemma":[0.000003932219,0.00004404395,0.9991731,0.000007676073,0.00003208901,0.0003406882,0.0001013652,0.0001143171,0.00004818997,0.00002421157,0.0001078676,0.000002400485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989724,0.0003244801,0.0001138474,0.00008525956,0.00000827766,0.000006887605,0.000249157,0.000001777757,0.0002379755],"genre_scores_gemma":[0.9993464,0.0001262815,0.00008302201,0.00002273944,0.00002100769,0.000005949478,0.0002954359,6.654275e-7,0.00009848535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002211337,"threshold_uncertainty_score":0.006220281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03100674286462355,"score_gpt":0.340208255581729,"score_spread":0.3092015127171054,"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."}}