{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003743295,0.0003529433,0.0002329521,0.0006052586,0.0006778826,0.0004336736,0.0003227699,0.0003740887,0.003049157],"category_scores_gemma":[0.001112397,0.0002389631,0.0001745405,0.0008969517,0.0004663844,0.0003849247,0.0004804336,0.0003671015,0.0003482634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004796162,"about_ca_system_score_gemma":0.0004455506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0168518,"about_ca_topic_score_gemma":0.02180085,"domain_scores_codex":[0.9996389,0.0001027296,0.00004631052,0.00007130013,0.00005967237,0.00008099421],"domain_scores_gemma":[0.9993812,0.000091708,0.0002821109,0.00002657421,0.0000647434,0.0001536778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002589887,0.00001296726,0.9983416,0.00003033975,0.000008687295,0.0001723836,0.0002315568,0.00000795502,0.0002254739,0.00001155274,0.000083992,0.0008476074],"study_design_scores_gemma":[0.000006313269,0.00009854558,0.9975612,0.00004346051,0.000009174038,0.000534136,0.001423595,0.00003042772,0.00004323562,0.00001997826,0.0002266856,0.000003311583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985532,0.0002697917,0.00003574805,0.0001043478,0.000004956151,0.00002213143,0.0004433434,0.000002270492,0.0005641658],"genre_scores_gemma":[0.9993446,0.0002286861,0.00007228779,0.00003733523,0.000003667521,0.00001472473,0.0001761904,4.714603e-7,0.0001218623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0168518,"threshold_uncertainty_score":0.03350747,"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."}}