{"id":"W2979837276","doi":"10.1111/trf.15541","title":"Association of donor age, body mass index, hemoglobin, and smoking status with in‐hospital mortality and length of stay among red blood cell–transfused recipients","year":2019,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health","keywords":"Medicine; Hazard ratio; Confidence interval; Body mass index; Proportional hazards model; Retrospective cohort study; Hemoglobin; Epidemiology; Blood transfusion; Emergency medicine; 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":[0.001551436,0.0002247489,0.0003402242,0.0005392095,0.0001796682,0.0004870071,0.0003361125,0.0002785433,0.001441261],"category_scores_gemma":[0.004598415,0.0001813647,0.0003826397,0.0006351891,0.0002514283,0.0003707906,0.0002448962,0.0004886427,0.0001205887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001951003,"about_ca_system_score_gemma":0.0003062545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009678127,"about_ca_topic_score_gemma":0.0009443955,"domain_scores_codex":[0.9994536,0.0001963602,0.00007988096,0.00008461664,0.0001036701,0.00008189611],"domain_scores_gemma":[0.994473,0.001941048,0.002392361,0.000306691,0.0002776542,0.000609214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007749539,0.000009535136,0.9994746,0.000002770864,0.00003186087,0.0000123154,0.000007870379,0.00001624223,0.00005638533,0.000003415189,0.00001221001,0.0002954352],"study_design_scores_gemma":[0.0000067386,0.00008307482,0.9992272,0.000003772629,0.00005443111,0.0002295336,0.00003358117,0.0002104965,0.00009167865,0.0000139317,0.00004344886,0.000002135352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996209,0.0001764212,0.00006209184,0.00001869586,0.000002672622,0.000001423771,0.00006202952,0.000001192072,0.00005462831],"genre_scores_gemma":[0.9996648,0.00009921585,0.00005818904,0.000009849046,0.0000108713,0.000002443421,0.0001168002,0.00000106371,0.00003683443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001551436,"threshold_uncertainty_score":0.008204877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006623866852046767,"score_gpt":0.2214955636176512,"score_spread":0.2148716967656045,"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."}}