{"id":"W2470857265","doi":"10.1155/2016/6803860","title":"The Effect of Hemoglobin Levels on Mortality in Pediatric Patients with Severe Traumatic Brain Injury","year":2016,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Blood transfusion and management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; Foothills Medical Centre; University of Calgary","funders":"Cumming School of Medicine, University of Calgary; University of Calgary","keywords":"Medicine; Glasgow Coma Scale; Traumatic brain injury; Anemia; Retrospective cohort study; Blood transfusion; Injury Severity Score; Packed red blood cells; Cohort; Cohort study; Hemoglobin; Anesthesia; Internal medicine; Poison control; Emergency medicine; Injury prevention","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006561197,0.0001326326,0.000226833,0.0002962434,0.0001143895,0.00001660546,0.000130024,0.00005793056,0.0001158162],"category_scores_gemma":[0.0001527387,0.00006251272,0.00006670969,0.0002269858,0.00005606691,0.00005880476,0.000006696278,0.0002359192,0.00001337736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557039,"about_ca_system_score_gemma":0.000444044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004189151,"about_ca_topic_score_gemma":0.02660469,"domain_scores_codex":[0.9986757,0.0002105247,0.0003269815,0.0001335163,0.0003493561,0.000303904],"domain_scores_gemma":[0.9989775,0.0001488959,0.0001103186,0.0002478742,0.0000634791,0.0004518707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002828222,0.00003841832,0.9455801,0.00006857046,0.00005244137,0.0000832249,0.0000446115,0.000001821619,0.00004690557,0.00005083591,0.005211948,0.04853825],"study_design_scores_gemma":[0.004735183,0.001783761,0.9864194,0.0002013688,0.00007107005,0.000007625656,0.00002002342,3.990281e-7,0.0002116743,0.00002054094,0.006438088,0.0000908822],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970081,0.00007219036,0.000008506835,0.0009457589,0.0001310929,0.0004958556,0.0000236203,0.00000540033,0.001309503],"genre_scores_gemma":[0.9981263,0.00001133668,0.000005011431,0.001599689,0.00007324097,0.00000967219,4.828947e-7,0.00001543896,0.0001588377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04844737,"threshold_uncertainty_score":0.9911572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01844751775524291,"score_gpt":0.2623859886088469,"score_spread":0.243938470853604,"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."}}