{"id":"W4361279025","doi":"10.1111/trf.17319","title":"Associations between <scp>ABO</scp> non‐identical platelet transfusions and patient <scp>outcomes—A</scp> multicenter retrospective analysis","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute; Yale University; National Institutes of Health; National Center for Advancing Translational Sciences; Children's National Hospital; Emory University; Johns Hopkins University","keywords":"ABO blood group system; Medicine; Platelet transfusion; Platelet; Internal medicine; Odds ratio; Blood transfusion; Hazard ratio; Immunology; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005659049,0.0005189778,0.001260911,0.001144583,0.000575691,0.00009649154,0.0001903262,0.0003879642,0.0001131348],"category_scores_gemma":[0.0003336536,0.0004577457,0.0007676598,0.002866552,0.0001404931,0.000207125,0.00008931232,0.000718233,0.0002137658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607241,"about_ca_system_score_gemma":0.00005568929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005645849,"about_ca_topic_score_gemma":0.0007443395,"domain_scores_codex":[0.9957909,0.0001514618,0.000996767,0.0009979291,0.001189838,0.0008731312],"domain_scores_gemma":[0.9976704,0.0007945449,0.0001465393,0.000582286,0.0002017148,0.0006044946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000260845,0.001095349,0.9598197,0.0001261501,0.004165762,0.0002244157,0.0131531,0.00006031184,0.007427727,0.0004035553,0.007102064,0.006395755],"study_design_scores_gemma":[0.004933406,0.000411431,0.9772,0.00008071074,0.004716998,0.000004586916,0.001642094,0.0008277415,0.003629408,0.0001250462,0.006314751,0.0001138014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852135,0.00005970889,0.004411396,0.002194599,0.0003346826,0.001945582,0.0004617656,0.000520158,0.004858582],"genre_scores_gemma":[0.9944568,0.001637216,0.0004394246,0.0008045963,0.0001033687,0.0001016161,0.0005477207,0.00008197509,0.001827303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0173803,"threshold_uncertainty_score":0.9997874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507391739916508,"score_gpt":0.2716332303280736,"score_spread":0.2565593129289085,"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."}}