{"id":"W2537965660","doi":"10.1111/vox.12455","title":"Prophylactic RhCE and Kell antigen matching: impact on alloimmunization in transfusion‐dependent patients with myelodysplastic syndromes","year":2016,"lang":"en","type":"article","venue":"Vox Sanguinis","topic":"Blood groups and transfusion","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre; Princess Margaret Cancer Centre; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Celgene","keywords":"Medicine; Context (archaeology); Antigen; Blood transfusion; Myelodysplastic syndromes; Isoantibodies; Immunology; Internal medicine; Biology","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":[0.0005100722,0.000102508,0.0001172223,0.0003390903,0.0002041436,0.0003141986,0.0001515404,0.0002233917,0.0009455155],"category_scores_gemma":[0.00391873,0.00008726759,0.0001159491,0.0003098167,0.0002484434,0.0002443334,0.0002304388,0.0002429218,0.00007290674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002641222,"about_ca_system_score_gemma":0.0003772087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006016172,"about_ca_topic_score_gemma":0.0006436304,"domain_scores_codex":[0.999549,0.0001847905,0.00005701539,0.00006127309,0.00007779662,0.00007012819],"domain_scores_gemma":[0.9974023,0.0007943623,0.001342347,0.00006393066,0.00008154771,0.0003154436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002747643,0.00004414247,0.9929351,0.000009093587,0.0000154723,0.0001767268,0.00003459592,0.00007765146,0.0005201074,0.00001982069,0.0000611971,0.005831282],"study_design_scores_gemma":[0.00002578817,0.000922115,0.9947543,0.00001336335,0.00003300427,0.002725413,0.0001504484,0.0004826375,0.0006023884,0.0000316564,0.0002549071,0.000003776696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996209,0.0001781554,0.0000286889,0.00002755837,0.000001878256,0.000001804686,0.000009723725,0.000001302696,0.0001299964],"genre_scores_gemma":[0.9998907,0.00004144057,0.0000277667,0.00001133711,0.000004020611,8.385568e-7,0.00001268505,3.07495e-7,0.000010927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009455155,"threshold_uncertainty_score":0.00316304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006008680442932633,"score_gpt":0.2267686733199757,"score_spread":0.2207599928770431,"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."}}