{"id":"W4389390857","doi":"10.1111/trf.17616","title":"Clinical outcomes in hospitalized plasma and platelet transfusion recipients prior to and following widespread blood donor <scp>SARS‐CoV</scp>‐2 infection and vaccination","year":2023,"lang":"en","type":"article","venue":"Transfusion","topic":"Heparin-Induced Thrombocytopenia and Thrombosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Heart, Lung, and Blood Institute; National Institutes of Health; University of California, San Francisco; Johns Hopkins University; Yale University","keywords":"Medicine; Interquartile range; Odds ratio; Confidence interval; Blood transfusion; Logistic regression; Vaccination; Intensive care unit; Internal medicine; Retrospective cohort study; Platelet transfusion; Emergency medicine; Platelet; Immunology","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":[0.0007322751,0.0002537905,0.0003648681,0.0005297278,0.0003584883,0.000644125,0.0003072848,0.0004472155,0.0009707577],"category_scores_gemma":[0.002491089,0.0002381329,0.00058232,0.0007472268,0.0003282111,0.0004693911,0.0004770081,0.0007440867,0.0001168897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005259878,"about_ca_system_score_gemma":0.0005286414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004051297,"about_ca_topic_score_gemma":0.004333752,"domain_scores_codex":[0.9993839,0.0001496908,0.00009333518,0.0001376483,0.00008625173,0.0001491184],"domain_scores_gemma":[0.9975351,0.0003125842,0.001370433,0.0001050362,0.0001433839,0.0005334525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000129393,0.00002438209,0.9993856,0.000003340542,0.00002381519,0.0000691333,0.00002454051,0.00002140849,0.00005798375,0.000005762716,0.00003429142,0.0002202372],"study_design_scores_gemma":[0.00000668649,0.0001927344,0.999227,0.000005156061,0.00001508581,0.0002197571,0.0001325492,0.0001191655,0.00003758754,0.000010154,0.00003124571,0.00000291742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996135,0.00007473282,0.00002018903,0.00002071536,0.000004311031,0.000004002692,0.0001641868,9.012951e-7,0.00009762189],"genre_scores_gemma":[0.9996184,0.00004382738,0.00002332752,0.00001438268,0.000008356486,0.000004628535,0.0002570722,4.495395e-7,0.00002949443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004051297,"threshold_uncertainty_score":0.008055449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03770319181357852,"score_gpt":0.3399722637853126,"score_spread":0.3022690719717341,"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."}}