{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000109152,0.0002173949,0.0002909197,0.0001990631,0.00007148027,0.00001976205,0.00006134089,0.000095461,0.0001626424],"category_scores_gemma":[0.00002912707,0.0001135319,0.00004501386,0.0002074443,0.00005129615,0.000123529,0.00001486902,0.0001443649,0.0000286362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006011586,"about_ca_system_score_gemma":0.00005031726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000307929,"about_ca_topic_score_gemma":0.00008723886,"domain_scores_codex":[0.9988005,0.00004770709,0.0002272397,0.0003239345,0.0003446777,0.0002559819],"domain_scores_gemma":[0.9994125,0.00009386217,0.00005618216,0.0002463188,0.00006520482,0.00012595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002088837,0.001039797,0.9595506,0.0001747618,0.00008664853,0.0001208698,0.001428668,0.00001625211,0.01128106,0.00009015392,0.00001343943,0.02410897],"study_design_scores_gemma":[0.005836137,0.002342111,0.9895862,0.0004900808,0.00007791712,0.00004018279,0.00005589118,0.00001621628,0.001271567,0.00006666173,0.00003903893,0.0001780342],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980285,0.0001079494,0.0003401735,0.0003425488,0.00007743858,0.0006529217,0.00002063372,0.00004501855,0.0003847861],"genre_scores_gemma":[0.9993849,0.0001650807,0.0001330607,0.00007770442,0.0000274152,0.00001316704,0.00002144461,0.00003994638,0.0001373141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03003562,"threshold_uncertainty_score":0.4629695,"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."}}