{"id":"W1599490033","doi":"10.1186/cc14412","title":"Red blood cell transfusion in patients with traumatic brain injury: a systematic review","year":2015,"lang":"en","type":"review","venue":"Critical Care","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Ottawa Hospital; Université de Montréal; University of Manitoba; Université Laval","funders":"","keywords":"Medicine; Traumatic brain injury; Red Blood Cell Transfusion; Blood transfusion; Red blood cell; Population; Intensive care medicine; Emergency medicine; Internal medicine; 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":[0.001934121,0.0009846878,0.004280159,0.005291815,0.0004146211,0.001249537,0.001079381,0.001246564,0.003160526],"category_scores_gemma":[0.01312023,0.000611268,0.004824664,0.006040676,0.0003684013,0.001114693,0.0008608576,0.0008450179,0.0001807101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001389604,"about_ca_system_score_gemma":0.004656645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008120018,"about_ca_topic_score_gemma":0.02378486,"domain_scores_codex":[0.9982706,0.0004897582,0.0006963281,0.0001564928,0.0003097641,0.0000770273],"domain_scores_gemma":[0.9939067,0.004229588,0.00122342,0.00006255131,0.0004971253,0.00008058055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002247592,0.00003435108,0.002057861,0.9211468,0.01292841,0.00012737,0.0001487927,0.0001051122,0.0001318368,0.0002140721,0.002582734,0.06029803],"study_design_scores_gemma":[0.0003986438,0.0003355646,0.01610683,0.7880726,0.1592976,0.001245206,0.0004085469,0.0001404496,0.0002121407,0.0004391616,0.03328334,0.0000598862],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007714547,0.9987739,0.00003495459,0.00009038205,0.00004042105,0.0000454019,0.0001327736,0.000001938553,0.0001089288],"genre_scores_gemma":[0.007920674,0.9914895,0.0001697098,0.0001765373,0.00003760765,0.00006614349,0.00009111095,9.499407e-7,0.00004768318],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008120018,"threshold_uncertainty_score":0.01614553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03956622974976739,"score_gpt":0.3454909861717915,"score_spread":0.3059247564220242,"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."}}