{"id":"W2103388717","doi":"10.1111/trf.12817","title":"Impact of platelet transfusion on toxicity and mortality after hematopoietic progenitor cell transplantation","year":2014,"lang":"en","type":"article","venue":"Transfusion","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Univariate analysis; Hematopoietic stem cell transplantation; Platelet transfusion; Retrospective cohort study; Transplantation; Internal medicine; Multivariate analysis; Blood transfusion; Intensive care unit; Platelet; Toxicity; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001123356,0.0002064874,0.0003815884,0.00008794587,0.00005395033,0.000007181476,0.00003238068,0.0001326193,0.0001521711],"category_scores_gemma":[0.000003459014,0.0001500121,0.0001829109,0.0001083013,0.0000502355,0.00006757766,0.000002594039,0.0001211248,0.000009006146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002787918,"about_ca_system_score_gemma":0.00002653118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002480331,"about_ca_topic_score_gemma":0.00007050781,"domain_scores_codex":[0.9989492,0.0000497665,0.0002591248,0.0002865224,0.0002609165,0.0001945054],"domain_scores_gemma":[0.9995648,0.00003976691,0.0000421076,0.000185468,0.00003274207,0.0001350971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01070851,0.005586205,0.516549,0.00208685,0.0003056479,0.0004272972,0.005396267,0.00004183351,0.4171711,0.00004583611,0.00002417418,0.04165734],"study_design_scores_gemma":[0.007652236,0.00316963,0.8113044,0.0002266124,0.0003397861,0.0001323891,0.00002904679,0.0002608604,0.1765298,0.0001389337,0.00002041194,0.0001958934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976724,0.0001133653,0.0004634763,0.00004889415,0.00004410141,0.0006891407,0.00005325109,0.00003967234,0.0008756832],"genre_scores_gemma":[0.9983951,0.001314749,0.0001049337,0.0000379645,0.00002390857,0.000025743,0.00005838448,0.0000213058,0.00001794544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2947555,"threshold_uncertainty_score":0.6117317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104137736703531,"score_gpt":0.2688866708623027,"score_spread":0.2584728971919495,"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."}}