{"id":"W2949063918","doi":"10.1136/bmjopen-2019-029684","title":"Guidelines on the intraoperative transfusion of red blood cells: a protocol for systematic review","year":2019,"lang":"en","type":"article","venue":"BMJ Open","topic":"Blood transfusion and management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Blood Services","keywords":"Medicine; Protocol (science); Blood transfusion; Red Blood Cell Transfusion; Transfusion medicine; Intensive care medicine; Surgery; Alternative medicine; Pathology","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":[0.07021282,0.003576746,0.01116855,0.01632606,0.003557771,0.00664498,0.004154494,0.00575491,0.04515927],"category_scores_gemma":[0.1546784,0.003489342,0.009635732,0.01676466,0.004833892,0.006660544,0.004997618,0.005967282,0.006549986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01374206,"about_ca_system_score_gemma":0.0723891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006200802,"about_ca_topic_score_gemma":0.01568096,"domain_scores_codex":[0.9288983,0.03253109,0.02463763,0.003945175,0.008059178,0.001928666],"domain_scores_gemma":[0.8876144,0.05130844,0.02490739,0.006564529,0.02686702,0.00273827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001552866,0.0001579437,0.0006581202,0.9139009,0.001323647,0.0002628198,0.00233585,0.0006087865,0.0009161888,0.003058867,0.04541261,0.02981148],"study_design_scores_gemma":[0.008638119,0.0006414746,0.004507638,0.7820278,0.005318944,0.0004233209,0.002365905,0.0007543645,0.0009640057,0.006476508,0.1875801,0.0003016347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008323858,0.007816041,0.002664074,0.001983398,0.0006098471,0.9731791,0.01095251,0.0001785267,0.001784127],"genre_scores_gemma":[0.001234657,0.004042967,0.007973341,0.0005113311,0.00004992547,0.9839733,0.001524655,0.00002323553,0.0006667032],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07021282,"threshold_uncertainty_score":0.3713253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1444610821816329,"score_gpt":0.4571375337156972,"score_spread":0.3126764515340642,"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."}}