{"id":"W4220682921","doi":"10.1182/bloodadvances.2021006402","title":"Donor-recipient sex is associated with transfusion-related outcomes in critically ill patients","year":2022,"lang":"en","type":"article","venue":"Blood Advances","topic":"Blood transfusion and management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; University of Alberta","funders":"King Saud University; Amsterdam University Medical Centers","keywords":"Critically ill; Medicine; Intensive care medicine; Critical illness","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":[0.0006258105,0.0001638481,0.0002273473,0.0003054016,0.0002218198,0.0004587869,0.0001623031,0.0002568631,0.001579513],"category_scores_gemma":[0.003069984,0.00009869522,0.0002998915,0.000433176,0.0001827839,0.0003033908,0.0003082596,0.0004404079,0.0001284675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001060944,"about_ca_system_score_gemma":0.000197562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004665636,"about_ca_topic_score_gemma":0.0005038643,"domain_scores_codex":[0.9995664,0.0001525974,0.00006961399,0.00005892342,0.00008075835,0.00007171358],"domain_scores_gemma":[0.9979205,0.0004551805,0.001137877,0.0001173131,0.0001097643,0.0002593469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001548507,0.00001543159,0.9980749,0.000006811327,0.00002815846,0.00005894883,0.00003150965,0.00001313956,0.0001208631,0.00001410807,0.00002561391,0.001455631],"study_design_scores_gemma":[0.000008922289,0.0001579483,0.9984838,0.00001373028,0.00004284411,0.000679192,0.0001479301,0.000137273,0.0001007702,0.00005477974,0.000168942,0.00000380863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991156,0.0005185311,0.0000679229,0.00004702814,0.00001050674,0.000001869463,0.0000431125,0.00000102472,0.0001943495],"genre_scores_gemma":[0.9997588,0.0001041476,0.00002859536,0.00001636639,0.00001463819,0.00000141955,0.00003450088,6.849643e-7,0.00004086027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001579513,"threshold_uncertainty_score":0.005284011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006919767440685692,"score_gpt":0.2408066269524727,"score_spread":0.233886859511787,"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."}}