{"id":"W3212829511","doi":"10.1111/dom.14591","title":"Restrictive versus liberal transfusion in patients with diabetes undergoing cardiac surgery: An o <scp>pen‐label,</scp> randomized, blinded outcome evaluation trial","year":2021,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Blood transfusion and management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Libin Cardiovascular Institute of Alberta; Kingston General Hospital; University of Calgary; Centre Hospitalier de l’Université de Montréal; The Quebec Population Health Research Network; Health Sciences Centre; Mount Sinai Hospital; University of Toronto; St. Michael's Hospital","funders":"Health Research Council of New Zealand; National Health and Medical Research Council; Canadian Institutes of Health Research; National Institutes of Health; Canadian Blood Services","keywords":"Medicine; Diabetes mellitus; Randomized controlled trial; Internal medicine; Surgery; Blood transfusion; Stroke (engine); Myocardial infarction; Dialysis; Intensive care unit","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":[0.003048622,0.001208251,0.00280657,0.0002457586,0.0003945128,0.001569334,0.0006323342,0.001904384,0.004900962],"category_scores_gemma":[0.003772314,0.0004604915,0.001822095,0.0003730039,0.0009250186,0.001044033,0.0004354045,0.002334909,0.0004601798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005224835,"about_ca_system_score_gemma":0.001016522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007363054,"about_ca_topic_score_gemma":0.001368553,"domain_scores_codex":[0.9981887,0.001230132,0.0001500189,0.0002099333,0.0001030702,0.0001181966],"domain_scores_gemma":[0.9975176,0.0009864966,0.000766495,0.0001771402,0.000133451,0.0004188745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9904684,0.001347604,0.0005924224,0.0005007116,0.0008387381,0.00001381182,0.00001563655,0.0000885386,0.0003052973,0.00006415891,0.0003526639,0.005411901],"study_design_scores_gemma":[0.9771986,0.01976873,0.001319032,0.00009782856,0.0006836439,0.00001860741,0.00001682502,0.0003325954,0.0001115106,0.0001831064,0.0002580326,0.00001150329],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802188,0.008154736,0.001178219,0.001381614,0.001250874,0.00339816,0.001351744,0.00007942353,0.002986355],"genre_scores_gemma":[0.9874762,0.002314141,0.001786614,0.001887232,0.0007903376,0.003596433,0.0006808527,0.00001551663,0.001452748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004900962,"threshold_uncertainty_score":0.01639533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.029934372663176,"score_gpt":0.2716096901452942,"score_spread":0.2416753174821182,"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."}}