{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002154727,0.0001894614,0.0004864653,0.0000626376,0.0001011847,0.00001046068,0.00008408285,0.00007687543,0.0001105075],"category_scores_gemma":[0.0003528175,0.0001607979,0.0001362294,0.0002373327,0.00006798053,0.0000437616,0.00008350959,0.0001193711,0.000002711098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004325965,"about_ca_system_score_gemma":0.0000230464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003783581,"about_ca_topic_score_gemma":0.00007154558,"domain_scores_codex":[0.9984857,0.00004809827,0.0003859162,0.0005056189,0.0003631136,0.0002115403],"domain_scores_gemma":[0.9991611,0.00006252719,0.000106229,0.0002827763,0.000193211,0.0001941693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009181319,0.002781172,0.9745248,0.0004631213,0.0003310224,0.00001456295,0.01130033,2.225427e-7,0.003825749,0.00004719502,0.001085111,0.004708581],"study_design_scores_gemma":[0.01159436,0.01000636,0.9725072,0.00008504164,0.001034164,0.000001807905,0.001172057,0.00004067401,0.002774067,0.00005928127,0.0005474578,0.00017752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992901,0.000130654,0.0001411828,0.001585924,0.0001150862,0.00386918,0.00009552552,0.00006746344,0.001093947],"genre_scores_gemma":[0.9983756,0.0001500934,0.0007248636,0.0004079524,0.00006964857,0.00007891026,0.00002067457,0.00003033334,0.0001419029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01067623,"threshold_uncertainty_score":0.6557149,"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."}}