{"id":"W2739793190","doi":"10.1038/ng.3925","title":"Monogenic immune disorders and severe atopic disease","year":2017,"lang":"en","type":"article","venue":"Nature Genetics","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Atopy; Atopic dermatitis; Disease; Immune dysregulation; Immune system; Immunology; Biology; Allergy; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001038207,0.0001978084,0.0001929793,0.00004484352,0.0009845009,0.00006511336,0.0005287837,0.0004078325,0.0001309669],"category_scores_gemma":[0.0001144248,0.0001821315,0.0001007336,0.00003506745,0.0004054945,0.00008114997,0.0002517241,0.0005832372,0.0001110309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001084966,"about_ca_system_score_gemma":0.00004989372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003248475,"about_ca_topic_score_gemma":0.00001068824,"domain_scores_codex":[0.999073,0.00004646199,0.0001825623,0.0003139976,0.0000399263,0.0003440807],"domain_scores_gemma":[0.9989429,0.00002690933,0.0001294731,0.0008517447,0.00003425402,0.00001475357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005659283,0.000720429,0.319766,0.0002238386,0.0008140559,0.00002680602,0.001797268,0.0001121059,0.09291105,0.008359002,0.00228954,0.572414],"study_design_scores_gemma":[0.001327367,0.00004881061,0.8109977,0.00002362601,0.0000729809,0.00001260483,0.0001300151,0.00002221,0.00204183,0.003831838,0.1811696,0.000321393],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7284073,0.2681488,0.00002701739,0.0005870455,0.001052646,0.0001572861,0.00003049083,0.00003806336,0.001551367],"genre_scores_gemma":[0.9933025,0.004284262,0.00003665615,0.0001815744,0.000008756319,0.00001062445,0.00006427131,0.0000193801,0.002092035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5720926,"threshold_uncertainty_score":0.7572084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004754462508330309,"score_gpt":0.2316965266614265,"score_spread":0.2269420641530962,"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."}}