{"id":"W4212896091","doi":"10.1002/9781119600206.ch49","title":"Peptic ulcer disease","year":2022,"lang":"en","type":"other","venue":"Yamada's Textbook of Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Aspirin; Gastroenterology; Etiology; Perforation; Duodenum; Duodenal bulb; Peptic; Disease; Internal medicine; Peptic ulcer; Epidemiology; Pathogenesis; Helicobacter pylori","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":[0.0003113686,0.0003375562,0.0004487181,0.001283057,0.0006812919,0.0009077537,0.000359175,0.0005633772,0.04265386],"category_scores_gemma":[0.001906023,0.00006585014,0.0003318935,0.002627487,0.0002662869,0.0005073934,0.0007121537,0.0008533798,0.01374007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003644612,"about_ca_system_score_gemma":0.0007724009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590929,"about_ca_topic_score_gemma":0.003336217,"domain_scores_codex":[0.9995604,0.00006233127,0.00005118104,0.00005235211,0.000193472,0.00008011404],"domain_scores_gemma":[0.9994636,0.00007754724,0.0001261117,0.00003784472,0.000168124,0.0001268271],"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":[0.0003635093,0.0002942048,0.06106409,0.003660185,0.0001370753,0.003336641,0.0003593839,0.00008810753,0.0005733494,0.008673685,0.4460526,0.4753971],"study_design_scores_gemma":[0.00003725112,0.00007218233,0.04275908,0.001827409,0.00008986904,0.008587418,0.0002796452,0.00005844177,0.0001430218,0.002483188,0.9436447,0.0000178968],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03199459,0.2280976,0.002332868,0.006289137,0.004781453,0.0007990809,0.03165366,0.0003932912,0.6936584],"genre_scores_gemma":[0.3818708,0.2656341,0.00691843,0.0109306,0.007329555,0.0007374674,0.04160612,0.0002140368,0.284759],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04265386,"threshold_uncertainty_score":0.1426914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075764909118548,"score_gpt":0.2480578799676442,"score_spread":0.2373002308764587,"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."}}