{"id":"W4294755690","doi":"10.1111/trf.17084","title":"Health‐related quality of life after restrictive versus liberal RBC transfusion for cardiac surgery: Sub‐study from a randomized clinical trial","year":2022,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research","keywords":"Medicine; Randomization; Randomized controlled trial; Blood transfusion; Quality of life (healthcare); Clinical trial; Intensive care medicine; Pediatrics; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009894509,0.0003856996,0.003590548,0.0003298934,0.000347107,0.00001400779,0.0001651971,0.0001964002,0.0005302877],"category_scores_gemma":[0.0005751401,0.0003406168,0.002337538,0.0006343003,0.0001529317,0.00008581037,0.00006090479,0.0007069701,0.000004329181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000130378,"about_ca_system_score_gemma":0.0005480039,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007841659,"about_ca_topic_score_gemma":0.000835675,"domain_scores_codex":[0.9897099,0.005105547,0.002797464,0.0009227606,0.0009904098,0.00047395],"domain_scores_gemma":[0.993558,0.004807835,0.0004391529,0.0006394054,0.0001449341,0.0004106128],"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":[0.9603203,0.005335345,0.003615331,0.0001237706,0.001431133,0.00001632299,0.003315452,0.000007490545,0.0003038917,0.00006341356,0.001527421,0.02394012],"study_design_scores_gemma":[0.9556564,0.007394716,0.03070655,0.0000825629,0.001890203,8.252485e-7,0.001570823,0.0001362544,0.0001466219,0.0001501875,0.001876113,0.0003887417],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9725458,0.001129867,0.001231827,0.003791208,0.004272067,0.01623287,0.0004088242,0.0001653728,0.0002221433],"genre_scores_gemma":[0.9930817,0.003022738,0.0001833733,0.0004833358,0.0002708667,0.002314705,0.0004274307,0.00006617803,0.0001496921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02709121,"threshold_uncertainty_score":0.9999046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08350844727911504,"score_gpt":0.367867436202978,"score_spread":0.2843589889238629,"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."}}