{"id":"W4292791533","doi":"10.1016/j.cgh.2022.07.030","title":"Genetic Diagnosis Guides Treatment of Autoimmune Enteropathy","year":2022,"lang":"en","type":"article","venue":"Clinical Gastroenterology and Hepatology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université de Paris; Institut National de la Santé et de la Recherche Médicale; Assistance publique-Hôpitaux de Paris; Agence Nationale de la Recherche; Institut des maladies génétiques Imagine; Rare Disease Foundation","keywords":"Medicine; Enteropathy; Hypogammaglobulinemia; Autoimmunity; Protein losing enteropathy; Antibody; Refractory (planetary science); Immunology; Diarrhea; Biomarker; Gastroenterology; Cohort; Internal medicine; Disease","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001953288,0.0009230698,0.001269417,0.002146996,0.0007238897,0.00235402,0.001093154,0.002338259,0.0113263],"category_scores_gemma":[0.007680434,0.0002480394,0.0007915326,0.0005580734,0.001042455,0.002291227,0.001213625,0.004803149,0.006594875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001356742,"about_ca_system_score_gemma":0.001766597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002940853,"about_ca_topic_score_gemma":0.003368277,"domain_scores_codex":[0.9986307,0.0004967659,0.0001513002,0.000174037,0.0004026638,0.0001445549],"domain_scores_gemma":[0.9967797,0.001039346,0.000305323,0.000261007,0.0012105,0.0004040998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0004199914,0.0004051679,0.009327541,0.001290717,0.0002502084,0.004303851,0.0002779187,0.001025735,0.004515012,0.01844044,0.2646974,0.695046],"study_design_scores_gemma":[0.0002536048,0.0004527682,0.008596322,0.006693255,0.0003142836,0.01206946,0.0007382972,0.001269698,0.003120577,0.04654546,0.9198328,0.0001135265],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02121432,0.4168228,0.04651508,0.3706312,0.01540621,0.0003220064,0.00160881,0.002750252,0.1247294],"genre_scores_gemma":[0.196341,0.4871262,0.09541218,0.1299949,0.0242475,0.0004975731,0.003851894,0.001516911,0.06101184],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0113263,"threshold_uncertainty_score":0.0378902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569017249905329,"score_gpt":0.2869458196657272,"score_spread":0.2612556471666739,"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."}}