{"id":"W2936096774","doi":"10.1136/bmjgast-2019-000294","title":"Screening for coeliac disease in children and adults living in a slum of Dhaka, Bangladesh","year":2019,"lang":"en","type":"article","venue":"BMJ Open Gastroenterology","topic":"Celiac Disease Research and Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Styrelsen för Internationellt Utvecklingssamarbete; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation; Global Affairs Canada; Department for International Development","keywords":"Medicine; Slum; Coeliac disease; Environmental health; Pediatrics; Disease; Internal medicine; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000531811,0.0001113666,0.0003829868,0.0002352613,0.00001258126,0.00001747648,0.0001752169,0.00003178409,0.0001081787],"category_scores_gemma":[0.0001752187,0.000106759,0.00005600703,0.00008349054,0.00005088389,0.0001065722,0.0005039675,0.0001031078,0.000004682303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002894818,"about_ca_system_score_gemma":0.00005026912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004752522,"about_ca_topic_score_gemma":0.0004240595,"domain_scores_codex":[0.9987052,0.00009067064,0.0003041253,0.0003361285,0.0001434209,0.0004204261],"domain_scores_gemma":[0.9993476,0.00005970374,0.00007914564,0.0002675563,0.00003432709,0.0002116255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009202438,0.0002957503,0.9873982,0.0002977171,0.00005348308,0.00003274055,0.000086403,0.00002221243,0.00005872619,0.00004489338,0.0005382449,0.001969172],"study_design_scores_gemma":[0.007856995,0.001042086,0.9881985,0.0008132622,0.0000289113,0.00001137294,0.0001634346,0.001743979,0.000005649743,0.00002264462,0.00005817821,0.00005494808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923359,0.0001025396,0.0001612336,0.00106848,0.00002560482,0.006127719,0.00004658709,0.00000600913,0.0001259859],"genre_scores_gemma":[0.998226,0.00003584107,0.0005767609,0.0004315893,0.00002848634,0.0004379462,0.00007604611,0.00001579651,0.0001715514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005890141,"threshold_uncertainty_score":0.4353504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683689188678839,"score_gpt":0.3320709839878316,"score_spread":0.3152340921010432,"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."}}