{"id":"W2019687350","doi":"10.1136/bmjopen-2013-003689","title":"Disease manifestations of <i>Helicobacter pylori</i> infection in Arctic Canada: using epidemiology to address community concerns","year":2014,"lang":"en","type":"article","venue":"BMJ Open","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories; Royal Alexandra Hospital; University of Alberta; Royal Columbian Hospital","funders":"","keywords":"Medicine; Helicobacter pylori; Intestinal metaplasia; Epidemiology; Internal medicine; Gastroenterology; Atrophic gastritis; Gastritis; Disease; Cancer; Chronic gastritis; Population; Histopathology; Pathology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001508564,0.0003733362,0.0003435031,0.003238482,0.002472404,0.001896876,0.0008470668,0.0003801171,0.0008589251],"category_scores_gemma":[0.003418206,0.0002162496,0.0003831681,0.004326054,0.0009253509,0.0004996086,0.001646344,0.0004410202,0.00009728177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01201349,"about_ca_system_score_gemma":0.02367881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9787121,"about_ca_topic_score_gemma":0.9833019,"domain_scores_codex":[0.9990017,0.0002948139,0.00007211159,0.0001331425,0.0002602861,0.000237923],"domain_scores_gemma":[0.9979523,0.0002405286,0.0005801969,0.00006110298,0.0008339037,0.0003318646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004477636,0.00002146357,0.9875581,0.00008922064,0.00005899064,0.00006770383,0.001450932,0.0002102278,0.0001534137,0.0001501991,0.0003947456,0.009800138],"study_design_scores_gemma":[0.000003428138,0.0000203107,0.9958164,0.00009260083,0.00003711864,0.00006750417,0.002394903,0.0003790491,0.00005317152,0.00007429696,0.001050074,0.00001116018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856974,0.005229121,0.0009500621,0.000931259,0.00002674332,0.0000958306,0.0017385,0.00002532639,0.005305683],"genre_scores_gemma":[0.9952611,0.002289904,0.001317822,0.0001106359,0.00001508249,0.0000402588,0.0004705218,0.000004867588,0.0004899066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02128792,"threshold_uncertainty_score":0.0871644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1617833853132686,"score_gpt":0.4173451297479481,"score_spread":0.2555617444346795,"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."}}