{"id":"W2101232260","doi":"10.1186/cc11431","title":"Association of hemoglobin concentration and mortality in critically ill patients with severe traumatic brain injury","year":2012,"lang":"en","type":"article","venue":"Critical Care","topic":"Hemoglobin structure and function","field":"Biochemistry, Genetics and Molecular Biology","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Critically ill; Traumatic brain injury; Intensive care medicine; Critical illness; Emergency medicine; Hemoglobin; 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":[0.0006285144,0.0001951575,0.0002969661,0.0006174107,0.0003064008,0.0004915548,0.000282674,0.0003815313,0.001532561],"category_scores_gemma":[0.003306546,0.0001738756,0.0002730797,0.0005865305,0.0002466765,0.0003347748,0.0003398999,0.0006216926,0.0001474836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639095,"about_ca_system_score_gemma":0.0003210405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240427,"about_ca_topic_score_gemma":0.001141543,"domain_scores_codex":[0.9996216,0.0001066476,0.00006216209,0.00005467338,0.00008863819,0.00006622051],"domain_scores_gemma":[0.9976441,0.0006190021,0.001107794,0.00009072916,0.000224871,0.0003133673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008960053,0.00001513867,0.9993252,0.00000453309,0.00002198523,0.00003392307,0.0000119752,0.00002505236,0.00005098302,0.000005691471,0.00003370113,0.0003821756],"study_design_scores_gemma":[0.000008245853,0.0001971652,0.9987676,0.000007188773,0.00002058113,0.0003817872,0.00008732049,0.0004001323,0.00004525796,0.00002624396,0.00005549168,0.000003071826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995254,0.0001788218,0.00004157837,0.00004388306,0.000003905716,0.000002825277,0.00008222466,0.000001644745,0.0001196831],"genre_scores_gemma":[0.9997317,0.000059387,0.0000402206,0.00001186734,0.000007432261,0.000003058892,0.0001224663,4.518816e-7,0.00002351319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001532561,"threshold_uncertainty_score":0.005126894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008627015325565538,"score_gpt":0.2720611303664374,"score_spread":0.2634341150408719,"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."}}