{"id":"W1564943145","doi":"10.1002/9781118727072.ch14","title":"Epidemiology of<i>Helicobacter Pylori</i>Infection, Peptic Ulcer Disease and Gastric Cancer","year":2014,"lang":"en","type":"other","venue":"","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Helicobacter pylori; Peptic ulcer; Epidemiology; Cancer; Medicine; Disease; Gastroenterology; Helicobacter pylori infection; Internal medicine; Helicobacter Infections; Peptic","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":[0.0007009412,0.0002882089,0.0003863922,0.002513423,0.0003536258,0.000667421,0.0004521232,0.000400362,0.003156736],"category_scores_gemma":[0.002542894,0.00024396,0.0009984794,0.006435965,0.0002659923,0.0006878056,0.00068484,0.000592969,0.0002880968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004757963,"about_ca_system_score_gemma":0.0006571095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04081271,"about_ca_topic_score_gemma":0.04428596,"domain_scores_codex":[0.9992232,0.0002371773,0.0001920037,0.0001119094,0.0001310841,0.0001046621],"domain_scores_gemma":[0.9977204,0.00030558,0.001178669,0.0001549261,0.0003058185,0.0003345827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001575364,0.0000268136,0.995536,0.0001640128,0.0004004859,0.00004663171,0.00004159908,0.00003977719,0.00009258861,0.00009331826,0.0007980762,0.002603173],"study_design_scores_gemma":[0.000007342534,0.00003876038,0.9981263,0.00005864117,0.0001283176,0.0001234323,0.0001883187,0.00002912946,0.00001767467,0.00003247343,0.001246008,0.00000347927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9286036,0.03645327,0.0002814887,0.0005370366,0.0001229421,0.00004742729,0.02244421,0.00002786212,0.0114821],"genre_scores_gemma":[0.9804605,0.008697907,0.0003527564,0.0002216407,0.0001439417,0.00004046733,0.008145093,0.00001313261,0.001924578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04081271,"threshold_uncertainty_score":0.08115029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205814957357479,"score_gpt":0.2929116897728666,"score_spread":0.2708535401992918,"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."}}