{"id":"W1901406820","doi":"10.1111/j.1537-2995.2010.02588.x","title":"Screening of Canadian Blood Services donors for severe immunoglobulin A deficiency","year":2010,"lang":"en","type":"article","venue":"Transfusion","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services","funders":"Canadian Blood Services","keywords":"Medicine; Antibody; Immunoglobulin A; Immunology; IgA deficiency; Immunodiffusion; Radial immunodiffusion; Population; Immunoglobulin G","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001035512,0.0003714123,0.00019398,0.001619535,0.00172331,0.0005231176,0.0006888614,0.0003506416,0.003713337],"category_scores_gemma":[0.002535589,0.0001945753,0.0001816275,0.001933066,0.0004698027,0.0001608808,0.0004556722,0.0003696679,0.0002550611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005994661,"about_ca_system_score_gemma":0.009414724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8236242,"about_ca_topic_score_gemma":0.8247486,"domain_scores_codex":[0.9991874,0.00007400409,0.00003933098,0.00008450187,0.0004180328,0.0001967433],"domain_scores_gemma":[0.998454,0.0001724177,0.0003216268,0.00004319573,0.0006981048,0.0003107016],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001859449,0.00005998022,0.9694717,0.0001129422,0.00002236069,0.001353828,0.0007510498,0.00009236357,0.001523758,0.0001518864,0.005347235,0.02092696],"study_design_scores_gemma":[0.00001756971,0.0001272131,0.9868757,0.0000900305,0.00002714681,0.002929128,0.001173567,0.0004098742,0.001149022,0.00005776322,0.00712562,0.0000173891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900648,0.001528285,0.0002439933,0.0005941832,0.00003680099,0.0001208595,0.001491448,0.00003489565,0.005884766],"genre_scores_gemma":[0.996421,0.0009045387,0.0006438713,0.0002903808,0.00001537007,0.00001938844,0.0007109763,0.000004292274,0.0009902462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1763758,"threshold_uncertainty_score":0.354829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007137018905072567,"score_gpt":0.2052419945270744,"score_spread":0.1981049756220019,"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."}}