{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001563083,0.000165835,0.000285838,0.000401144,0.0001783939,0.000611965,0.0002180885,0.0002473899,0.0009497011],"category_scores_gemma":[0.006808957,0.00009726628,0.0003938135,0.0005750966,0.000278229,0.0003032708,0.0002952407,0.0005906198,0.00009548555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000372621,"about_ca_system_score_gemma":0.0003251149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004827215,"about_ca_topic_score_gemma":0.00050454,"domain_scores_codex":[0.9988746,0.0004556327,0.000136874,0.0001139118,0.0002936175,0.0001253187],"domain_scores_gemma":[0.9939536,0.002247476,0.002790193,0.0002477861,0.0003313203,0.000429622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000619676,0.00002446222,0.9947445,0.00001526318,0.0001181612,0.0001270653,0.00001588943,0.0001297807,0.0001565945,0.00002280401,0.0000767996,0.003948852],"study_design_scores_gemma":[0.0000154574,0.0005266609,0.9974889,0.00001509695,0.0001059391,0.0009888846,0.00002743097,0.0003299861,0.0003025412,0.00004614045,0.0001490356,0.000003967994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979861,0.001345806,0.0001281918,0.00007596317,0.000008538037,0.000004408202,0.0001090243,0.000003637577,0.0003383513],"genre_scores_gemma":[0.9996636,0.0001510504,0.00004524412,0.00001576315,0.00001424139,0.000002284312,0.00007871481,0.000001021481,0.0000279711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001563083,"threshold_uncertainty_score":0.008266509,"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."}}