{"id":"W2616214073","doi":"10.1016/j.cgh.2017.05.023","title":"Gastric Cancer as Preventable Disease","year":2017,"lang":"en","type":"review","venue":"Clinical Gastroenterology and Hepatology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":214,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Cancer; Helicobacter pylori; Field cancerization; Disease; Gastritis; Internal medicine; Gastroenterology; Atrophic gastritis; Incidence (geometry); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0007317738,0.0009417338,0.006361382,0.0003595511,0.0003541607,0.00003032403,0.0005464977,0.001373045,0.0003236659],"category_scores_gemma":[0.0009842289,0.0007503733,0.001140583,0.00009966696,0.002313649,0.0000938603,0.0008250428,0.002594913,0.0003637281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001202265,"about_ca_system_score_gemma":0.000827472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004763242,"about_ca_topic_score_gemma":0.000138094,"domain_scores_codex":[0.9935611,0.001176452,0.002120038,0.001622381,0.0001738947,0.001346064],"domain_scores_gemma":[0.9956264,0.0004737276,0.001290248,0.001326737,0.0001730012,0.001109865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001301297,0.0004645409,0.6491829,0.003497144,0.003065144,0.001281109,0.000007734524,2.8741e-8,2.130722e-8,0.00003074109,0.005769627,0.3353997],"study_design_scores_gemma":[0.002610338,0.002734223,0.04436968,0.003867236,0.01010971,0.002861476,0.000004174515,0.000004947443,1.145498e-8,0.0000631653,0.9331269,0.0002481174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01222211,0.9807565,0.00002089795,0.003102376,0.002101334,0.001266933,0.0001485488,0.0001187929,0.0002625214],"genre_scores_gemma":[0.0006714053,0.9912119,0.0001375134,0.004306369,0.0007926486,0.0005825168,0.0002018907,0.000103721,0.001992055],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9273573,"threshold_uncertainty_score":0.9999234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1635652824491135,"score_gpt":0.4673088764030366,"score_spread":0.3037435939539231,"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."}}