{"id":"W2297375826","doi":"10.1093/infdis/jiw060","title":"<i>Helicobacter pylori</i>CagL Hypervariable Motif: A Global Analysis of Geographical Diversity and Association With Gastric Cancer","year":2016,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Helicobacter pylori; Hypervariable region; Biology; Genetics; Cancer; Helicobacter; Disease; Evolutionary biology; Immunology; Medicine; Gene; 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":[0.0005242654,0.0002054464,0.0003211912,0.001295904,0.0002028361,0.0003358504,0.0001583611,0.0001774016,0.00113471],"category_scores_gemma":[0.0007590316,0.00009793602,0.0004203644,0.001286151,0.0003285244,0.00021129,0.0005052624,0.000203852,0.0001022752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026121,"about_ca_system_score_gemma":0.0001041355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001308808,"about_ca_topic_score_gemma":0.001983766,"domain_scores_codex":[0.999719,0.0001092719,0.00003220667,0.00007032036,0.00003347856,0.00003572768],"domain_scores_gemma":[0.9993517,0.0001430089,0.0002345563,0.0000537751,0.00006539353,0.0001515851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000191987,0.00001061373,0.9926831,0.00002958725,0.0002472404,0.00005638783,0.00008225526,0.00007594444,0.003651908,0.0000216883,0.00004576266,0.002903494],"study_design_scores_gemma":[0.00000242382,0.00004790856,0.9993044,0.000003701711,0.00006206472,0.0001439422,0.00008915552,0.00009039092,0.0001508255,0.00001500277,0.00008880336,0.000001555638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988028,0.0005942087,0.0001466407,0.00001997999,0.000002328022,0.000004030133,0.0001485628,0.000003840295,0.0002776588],"genre_scores_gemma":[0.9995881,0.0001102238,0.0001279361,0.000006309515,0.000004893279,0.000001945147,0.0001224898,0.000001773145,0.00003634973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001308808,"threshold_uncertainty_score":0.003796041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007759774622325288,"score_gpt":0.2293820629784446,"score_spread":0.2216222883561193,"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."}}