{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000281689,0.0001757696,0.0002400022,0.0003635793,0.0004548274,0.00001147413,0.0003815251,0.0002987329,0.0005587933],"category_scores_gemma":[0.00001548025,0.0001635355,0.0001622996,0.0003820909,0.0001497899,0.0001051046,0.00001828611,0.000318861,0.00003418221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005464728,"about_ca_system_score_gemma":0.0001207088,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1486022,"about_ca_topic_score_gemma":0.06296685,"domain_scores_codex":[0.9988742,0.00003549497,0.0003337707,0.0002597276,0.0000366675,0.0004601507],"domain_scores_gemma":[0.9994548,0.00006608115,0.00008125994,0.0003017727,0.00008206673,0.00001400258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001329986,0.0001415934,0.001521698,0.00009023568,0.00004679608,7.691656e-7,0.001925411,0.00002890015,0.9740297,0.001311533,0.00001664164,0.02075379],"study_design_scores_gemma":[0.01230817,0.001051265,0.07204437,0.0003708841,0.0005263587,0.0002572912,0.00624513,0.0001012575,0.7400231,0.0007828504,0.1649427,0.001346665],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890643,0.006160317,0.0003176265,0.0001734929,0.0006993056,0.0004275627,0.0001124612,0.00004928391,0.002995667],"genre_scores_gemma":[0.998697,0.0003120214,0.0003438094,0.00008032656,0.000003619865,0.00002445506,0.0001661862,0.00001824267,0.0003543279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2340066,"threshold_uncertainty_score":0.9541315,"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."}}