{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001084555,0.001030598,0.002110452,0.004263007,0.0002282302,0.001383633,0.0007266793,0.0009950105,0.004867334],"category_scores_gemma":[0.002184588,0.0003689264,0.001024972,0.005151316,0.0006453592,0.001415701,0.001024368,0.001104588,0.0005601731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007298792,"about_ca_system_score_gemma":0.001943437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002920877,"about_ca_topic_score_gemma":0.00698142,"domain_scores_codex":[0.9995421,0.0001203268,0.0001217344,0.00006655845,0.0001153145,0.00003393785],"domain_scores_gemma":[0.9991453,0.0004658365,0.000240991,0.00001781423,0.00009411959,0.00003602453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002052907,0.00006293128,0.001610011,0.2311091,0.001403203,0.0002415222,0.0001493088,0.0002211715,0.0003982704,0.002288414,0.02280181,0.739509],"study_design_scores_gemma":[0.0002092742,0.0003026391,0.009125728,0.1803165,0.00925737,0.002035317,0.0006683797,0.0001431442,0.000364428,0.002606771,0.7949043,0.00006622887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006544331,0.9995239,0.000009393189,0.00009373873,0.00008000712,0.000002046991,0.00001312546,0.000001116471,0.0002113279],"genre_scores_gemma":[0.0007278642,0.9989623,0.00003816243,0.0001196071,0.00006938236,0.000002330673,0.00001490411,3.233553e-7,0.00006508074],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004867334,"threshold_uncertainty_score":0.01628292,"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."}}