{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01167714,0.001481387,0.004449894,0.000571368,0.0006877283,0.001390959,0.001106931,0.001986219,0.008685194],"category_scores_gemma":[0.01258871,0.0007037508,0.005287299,0.0008152681,0.001459657,0.00122521,0.0008711573,0.002934476,0.0008934993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022147,"about_ca_system_score_gemma":0.002189191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008133,"about_ca_topic_score_gemma":0.001841371,"domain_scores_codex":[0.9932554,0.004680052,0.0007981897,0.0005012333,0.0003973203,0.0003678039],"domain_scores_gemma":[0.9914865,0.003785165,0.002131176,0.0008543321,0.0007241618,0.001018586],"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":[0.979767,0.004931625,0.000958708,0.001776041,0.00378222,0.00003943389,0.00008171002,0.000118336,0.0005522647,0.00006418044,0.0003379895,0.007590491],"study_design_scores_gemma":[0.9571404,0.03724645,0.002154206,0.0001339808,0.002600307,0.00002342412,0.0000305643,0.0001572016,0.0001320307,0.0001012809,0.0002693115,0.00001080555],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647423,0.009624672,0.00185729,0.001313069,0.0008895681,0.01783835,0.001243445,0.00009625915,0.002395068],"genre_scores_gemma":[0.9676749,0.003984064,0.002767708,0.001771469,0.0007819958,0.02036677,0.0009460635,0.00001877971,0.001688191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167714,"threshold_uncertainty_score":0.06175536,"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."}}