{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002248265,0.0004496833,0.0002688268,0.0007748558,0.0003864396,0.0005672262,0.0003387798,0.001196203,0.005927803],"category_scores_gemma":[0.0009158616,0.0001926889,0.0002111593,0.0005824671,0.0005981401,0.000504472,0.0006206488,0.0007812328,0.000423815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001821836,"about_ca_system_score_gemma":0.0001640862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000540735,"about_ca_topic_score_gemma":0.0007754194,"domain_scores_codex":[0.9996979,0.0001107234,0.00002685881,0.00004389352,0.00005543245,0.00006519976],"domain_scores_gemma":[0.9994909,0.0001365166,0.000186552,0.00004837519,0.00002610537,0.0001115465],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005102876,0.0005266621,0.6290941,0.0006054396,0.0005915791,0.1524061,0.0009342789,0.0005231946,0.08344085,0.02831532,0.008552838,0.08990677],"study_design_scores_gemma":[0.0001130232,0.0003000941,0.7397765,0.0001888285,0.0003134444,0.2316927,0.0007121915,0.0006738053,0.003537677,0.01029673,0.01235805,0.00003688211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9630215,0.01759835,0.0007932578,0.001935715,0.0001929154,0.00001122489,0.0001791169,0.00005185745,0.01621611],"genre_scores_gemma":[0.9953997,0.002051031,0.0002659524,0.0001872896,0.0002836816,0.000004018064,0.00008538683,0.000008138804,0.001714714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005927803,"threshold_uncertainty_score":0.01983047,"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."}}