{"id":"W3093589830","doi":"10.1111/vox.12994","title":"TACO‐BEL‐3: a feasibility study and a retrospective audit of diuretics for patients receiving blood transfusion at ten hospitals","year":2020,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood transfusion and management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Mount Sinai Hospital; Centre Hospitalier de l’Université de Montréal; Canadian Blood Services; Sunnybrook Health Science Centre; St. Michael's Hospital; St. Paul's Hospital; Hamilton General Hospital; University of British Columbia; Juravinski Cancer Centre; Quest University Canada; University Health Network; Health Sciences Centre; University of Toronto","funders":"","keywords":"Medicine; Furosemide; Incidence (geometry); Inclusion and exclusion criteria; Blood transfusion; Retrospective cohort study; Emergency medicine; Randomized controlled trial; Placebo; Transfusion medicine; Pediatrics; Intensive care medicine; Surgery; Internal medicine","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":[0.003137054,0.0004090354,0.0004496771,0.001636472,0.0006649123,0.0009434624,0.0006227663,0.0006364938,0.001600003],"category_scores_gemma":[0.007018731,0.0007044855,0.0004655,0.00137491,0.0007282117,0.00109307,0.001163491,0.0006389408,0.0004772284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001111021,"about_ca_system_score_gemma":0.00196314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004724603,"about_ca_topic_score_gemma":0.007708829,"domain_scores_codex":[0.9966056,0.001279052,0.0005435882,0.0004823552,0.0007012299,0.0003882188],"domain_scores_gemma":[0.9880933,0.002636102,0.00584945,0.0005787955,0.001069753,0.001772608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000337702,0.000323673,0.9966318,0.0000283097,0.00001112944,0.0003640904,0.0002689351,0.00001953476,0.0002530472,0.00001452035,0.00008955313,0.001657631],"study_design_scores_gemma":[0.0001901136,0.002423554,0.9943164,0.00003078956,0.0000298145,0.001290278,0.0008486867,0.0002959395,0.000177268,0.00001746662,0.0003625301,0.00001713177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989163,0.0001219504,0.0001424744,0.00005608817,0.000003000416,0.0001928394,0.0003005766,0.000004441285,0.0002623699],"genre_scores_gemma":[0.9983551,0.0001959303,0.000413085,0.0001294189,0.0000205488,0.0001905382,0.0005528928,0.000003943257,0.0001383751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004724603,"threshold_uncertainty_score":0.01659054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01617741391597064,"score_gpt":0.2649232358342291,"score_spread":0.2487458219182585,"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."}}