{"id":"W4238049800","doi":"10.21203/rs.3.rs-97823/v1","title":"Red Blood Cell Transfusion in Animal Models of Acute Brain Injuries: A Systematic Review Protocol","year":2020,"lang":"en","type":"review","venue":"Research Square (Research Square)","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of British Columbia; Western University; University of Toronto; University of Winnipeg; University of Ottawa; Université de Montréal; Université Laval","funders":"Fonds de Recherche du Québec - Santé; University of Manitoba; Canadian Institutes of Health Research; Université Laval","keywords":"Protocol (science); Red Blood Cell Transfusion; Red blood cell; Blood transfusion; Medicine; Intensive care medicine; Surgery; Pathology; Internal medicine; Alternative medicine","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":[0.06368539,0.005589509,0.02098513,0.01358973,0.004229428,0.007249986,0.005159682,0.007594842,0.05321582],"category_scores_gemma":[0.0852785,0.005010073,0.01325254,0.01119419,0.004968041,0.008554496,0.005040038,0.004930505,0.007034292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01790985,"about_ca_system_score_gemma":0.06652206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007365421,"about_ca_topic_score_gemma":0.0181488,"domain_scores_codex":[0.9695397,0.01130251,0.01045257,0.0028422,0.004411608,0.001451451],"domain_scores_gemma":[0.9585193,0.01573583,0.009811637,0.003495825,0.01084815,0.001589232],"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":[0.002382806,0.00014148,0.0007216082,0.9628246,0.002901563,0.0003720026,0.001033845,0.0005080383,0.0007139723,0.002002766,0.01060933,0.01578804],"study_design_scores_gemma":[0.02004085,0.001622561,0.007037559,0.8267637,0.02672275,0.0006720448,0.001987306,0.001260281,0.001764682,0.005269298,0.1063726,0.0004863717],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008392875,0.006859767,0.001497643,0.0004321761,0.0001968471,0.9855567,0.004055274,0.0000977304,0.0004646686],"genre_scores_gemma":[0.00121049,0.003174005,0.002531328,0.0003145416,0.00003135112,0.9916729,0.0006610019,0.00001120715,0.0003930884],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06368539,"threshold_uncertainty_score":0.3368046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245183638856432,"score_gpt":0.4779398585512307,"score_spread":0.3534214946655875,"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."}}