{"id":"W2408731739","doi":"10.1053/j.gastro.2016.05.009","title":"The Toronto Helicobacter pylori Consensus in Context","year":2016,"lang":"en","type":"letter","venue":"Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Helicobacter pylori; Context (archaeology); Clarithromycin; Medicine; Guideline; Regimen; Proton-pump inhibitor; Family medicine; Internal medicine; Political science; Intensive care medicine; Pathology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.0005846896,0.0009876516,0.00172399,0.0002253839,0.0002165945,0.00004302786,0.0006500621,0.001552299,0.0002960337],"category_scores_gemma":[0.0002946454,0.0006198988,0.0004326774,0.0001013796,0.001346458,0.00007823783,0.0004241548,0.00331536,0.0005230551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009947325,"about_ca_system_score_gemma":0.0001405117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003603043,"about_ca_topic_score_gemma":0.01017092,"domain_scores_codex":[0.9933736,0.0008023542,0.001420184,0.001217663,0.0004807145,0.002705518],"domain_scores_gemma":[0.9967824,0.0006330936,0.0005275657,0.001476621,0.0003688681,0.0002114321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002273008,0.00005426833,0.1495789,0.00005422519,0.001214736,0.002327292,0.0001859275,7.525831e-8,0.000108671,0.000009482539,0.8409491,0.003244345],"study_design_scores_gemma":[0.006004832,0.002183358,0.04726712,0.0002939252,0.0003037508,0.001820433,0.0001499145,0.000002777718,0.00001427006,0.00004179673,0.9416629,0.0002549148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.114621,0.001224295,0.00002373493,0.8783416,0.003183556,0.001079573,0.0001422729,0.0001585306,0.001225382],"genre_scores_gemma":[0.04894807,0.001227065,0.00007685053,0.9354351,0.006322678,0.0004503229,0.0001904893,0.0002054829,0.007143947],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1023118,"threshold_uncertainty_score":0.9997439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01656989377930222,"score_gpt":0.256800462724021,"score_spread":0.2402305689447188,"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."}}