{"id":"W2903328942","doi":"10.1111/trf.15056","title":"The role of pathogen‐reduced platelet transfusions on HLA alloimmunization in hemato‐oncological patients","year":2018,"lang":"en","type":"article","venue":"Transfusion","topic":"Blood transfusion and management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Terumo BCT; Canadian Blood Services","keywords":"Medicine; Odds ratio; Human leukocyte antigen; Confidence interval; Immunology; Internal medicine; Platelet; Antibody; Platelet transfusion; Pathogen; Concomitant; Gastroenterology; Antigen","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001379516,0.0001482528,0.0003247209,0.000128717,0.0001362882,0.0003673091,0.0001854366,0.0002418214,0.0006661479],"category_scores_gemma":[0.003878555,0.0000728485,0.0003108401,0.0002076161,0.0002006164,0.0002117583,0.0001632269,0.0005759444,0.00005563437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422308,"about_ca_system_score_gemma":0.000340775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001584583,"about_ca_topic_score_gemma":0.0002214464,"domain_scores_codex":[0.9991178,0.0005563434,0.00005172835,0.00007705385,0.0001184361,0.0000787071],"domain_scores_gemma":[0.9974608,0.001419189,0.0007115459,0.0001060241,0.00008881104,0.0002135703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03591386,0.001372447,0.8619241,0.0001625654,0.0005267526,0.0001922773,0.0001375267,0.0007383402,0.003939965,0.0002352364,0.0006879354,0.09416911],"study_design_scores_gemma":[0.001409408,0.0199699,0.9717913,0.00004089628,0.0006686536,0.0006235209,0.00010699,0.001831328,0.002293277,0.0002021976,0.001051569,0.0000109342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989421,0.0006664838,0.00006495362,0.00007187291,0.000006949077,0.000009661382,0.00001971808,0.000001817073,0.000216473],"genre_scores_gemma":[0.9996866,0.0001011747,0.00007262144,0.00004572561,0.00001591789,0.000009307457,0.0000329148,7.566588e-7,0.00003494079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001379516,"threshold_uncertainty_score":0.007295668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017337618309908,"score_gpt":0.250044594361664,"score_spread":0.239871218178565,"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."}}