{"id":"W2929176204","doi":"10.1111/trf.15277","title":"The association between platelet transfusions and mortality in patients with critical illness","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":"Impact; Canadian Blood Services; University of Waterloo; McMaster University","funders":"","keywords":"Medicine; Hazard ratio; Intensive care unit; Confounding; Platelet transfusion; Confidence interval; Proportional hazards model; Internal medicine; Population; Subgroup analysis; Platelet","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":[],"consensus_categories":[],"category_scores_codex":[0.0003938235,0.0001390386,0.0002617126,0.00006832862,0.0001720123,0.00002589724,0.00005854709,0.0001138361,0.0000833758],"category_scores_gemma":[0.00002318987,0.00008712751,0.00004857924,0.0002140617,0.0000500562,0.00009464715,0.00001125758,0.000279712,0.00001558483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005845662,"about_ca_system_score_gemma":0.0000250472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001820774,"about_ca_topic_score_gemma":0.0004955406,"domain_scores_codex":[0.998643,0.00007053414,0.0002489274,0.0002789898,0.0004851046,0.000273383],"domain_scores_gemma":[0.9993697,0.0002179809,0.00002389669,0.0002169112,0.00006282082,0.0001086466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003106746,0.0002059102,0.9838129,0.0000800835,0.00006142228,0.000003608724,0.0004554679,0.000001073123,0.0001367415,0.0006789949,0.00002663784,0.01422654],"study_design_scores_gemma":[0.005545151,0.0003687221,0.9902017,0.0001015938,0.0001679482,6.672833e-7,0.0001530147,0.00001804613,0.0003015194,0.00008422433,0.002928916,0.0001284608],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928548,0.00003252106,0.0001976045,0.002617092,0.0001412019,0.001225806,0.00001410722,0.00004464278,0.002872215],"genre_scores_gemma":[0.9991094,0.0003617344,0.00004227335,0.0001979448,0.00002571636,0.00002211724,0.00002322566,0.00001727807,0.0002003025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01409808,"threshold_uncertainty_score":0.3552957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00857580927755755,"score_gpt":0.2521075467178484,"score_spread":0.2435317374402908,"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."}}