{"id":"W2899655078","doi":"10.1111/trf.15011","title":"The association between blood donor sex and age and transfusion recipient mortality: an exploratory analysis","year":2018,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Canadian Blood Services; University of Waterloo; McMaster University; McMaster University Medical Centre","funders":"Health Canada; Canadian Blood Services","keywords":"Medicine; Interquartile range; Hazard ratio; Confounding; Proportional hazards model; Confidence interval; Blood transfusion; Retrospective cohort study; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001250675,0.000228218,0.0004449945,0.0002138632,0.0006169067,0.00008884463,0.00009172886,0.0001755801,0.00007742466],"category_scores_gemma":[0.00001967122,0.0001641463,0.0001371086,0.0005739294,0.0001541931,0.0001670129,0.00002845336,0.000233839,0.000005695777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004249967,"about_ca_system_score_gemma":0.0000258464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004046072,"about_ca_topic_score_gemma":0.005745187,"domain_scores_codex":[0.9979922,0.0002051272,0.0003999615,0.0005338154,0.0005421383,0.0003267782],"domain_scores_gemma":[0.9990035,0.000108095,0.00007280894,0.0004276338,0.0001051069,0.0002828458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004911683,0.0007620493,0.7763068,0.0001770045,0.004702158,0.0000790953,0.01773129,0.000001470814,0.0482324,0.0005527591,0.0002310785,0.1507327],"study_design_scores_gemma":[0.004275081,0.001303243,0.9601424,0.00006216867,0.01201984,0.000005565638,0.001473538,0.0002473706,0.007764444,0.0002038734,0.01218547,0.0003170025],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935271,0.0002387885,0.001908473,0.00161746,0.0001183724,0.000817137,0.00001657325,0.0001238101,0.001632336],"genre_scores_gemma":[0.9906814,0.007730232,0.0001738843,0.0003767865,0.0002530111,0.00003762601,0.00005731642,0.00002627544,0.0006634584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1838356,"threshold_uncertainty_score":0.6693694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701790057480516,"score_gpt":0.2783187825334126,"score_spread":0.2513008819586074,"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."}}