{"id":"W2164921426","doi":"10.1186/2046-4053-3-66","title":"Red blood cell transfusion in patients with traumatic brain injury: a systematic review protocol","year":2014,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Manitoba; Université Laval; Université de Montréal; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research; Université Laval","keywords":"Medicine; Traumatic brain injury; Blood transfusion; Cochrane Library; Anemia; Randomized controlled trial; Internal medicine; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02925533,0.004677954,0.01901552,0.01381027,0.003199897,0.005876885,0.004648707,0.004741515,0.04461399],"category_scores_gemma":[0.04419107,0.004548566,0.01144389,0.01261896,0.003079514,0.007467482,0.004246264,0.003900773,0.004148026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01408765,"about_ca_system_score_gemma":0.05758262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009922403,"about_ca_topic_score_gemma":0.02255482,"domain_scores_codex":[0.9854215,0.004760858,0.005688444,0.001455196,0.001942148,0.0007317693],"domain_scores_gemma":[0.9780179,0.007687971,0.006029643,0.001201221,0.00602229,0.001041029],"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":[0.001261713,0.00009040609,0.0006149189,0.9745669,0.002116008,0.0002371419,0.0006046135,0.0003584439,0.0003762973,0.0008549912,0.006338123,0.0125804],"study_design_scores_gemma":[0.01172387,0.00123372,0.006442077,0.8743596,0.02436411,0.0006074782,0.001589095,0.0008523396,0.001010589,0.002206367,0.07528727,0.0003235844],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001976418,0.02003965,0.001853623,0.0008391085,0.0002749108,0.9631431,0.0106131,0.000142807,0.001117302],"genre_scores_gemma":[0.002594375,0.01146919,0.00455794,0.000531375,0.00004962484,0.9780697,0.001900153,0.00001838278,0.0008092548],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04461399,"threshold_uncertainty_score":0.1547188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03609490273055919,"score_gpt":0.341793846453033,"score_spread":0.3056989437224737,"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."}}