{"id":"W2916452335","doi":"10.14785/lymphosign-2019-0003","title":"Report of the National Immunoglobulin Replacement Expert Committee: algorithm for diagnosis of immunodeficiency requiring antibody replacement therapy","year":2019,"lang":"en","type":"article","venue":"LymphoSign Journal","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; BC Children's Hospital; University of British Columbia; University of Manitoba; McGill University; Hospital for Sick Children; University of Toronto; Montreal Children's Hospital; Izaak Walton Killam Health Centre; Memorial University of Newfoundland; Janeway Children's Health and Rehabilitation Centre; SickKids Foundation; Dalhousie University; McMaster Children's Hospital; St. Michael's Hospital","funders":"","keywords":"Primary immunodeficiency; Medicine; Antibody; Immunodeficiency; Intensive care medicine; Immunology; Pediatrics; Algorithm; Immune system; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01020915,0.001283016,0.001191596,0.004643661,0.002000771,0.002788973,0.002769933,0.003561313,0.005583053],"category_scores_gemma":[0.01663966,0.0005434629,0.001474144,0.001961522,0.0007153309,0.002140642,0.002727744,0.004115173,0.00427823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003690056,"about_ca_system_score_gemma":0.009745759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009402414,"about_ca_topic_score_gemma":0.01217578,"domain_scores_codex":[0.9933019,0.001977685,0.001849103,0.0004966281,0.001845951,0.0005287977],"domain_scores_gemma":[0.9789235,0.00158204,0.001515925,0.0004721194,0.01572171,0.00178465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001861598,0.0006520908,0.06511173,0.0005619766,0.0001422317,0.003437793,0.0006776127,0.004782809,0.002267312,0.006172909,0.6394677,0.2765397],"study_design_scores_gemma":[0.0004024027,0.0004579998,0.07717387,0.004919804,0.0003478897,0.0163515,0.002235866,0.02749008,0.003583743,0.01810287,0.8485942,0.0003397978],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0494814,0.02931709,0.2336965,0.4456409,0.01727735,0.02945597,0.01008758,0.00440573,0.1806376],"genre_scores_gemma":[0.1048357,0.01630467,0.7616791,0.05045231,0.006521319,0.008669296,0.01973444,0.0006186518,0.03118465],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01020915,"threshold_uncertainty_score":0.05399173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699004940246372,"score_gpt":0.2873817338323469,"score_spread":0.2703916844298832,"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."}}