{"id":"W4385543979","doi":"10.3390/cancers15153950","title":"Changes in Gastric Pathology after H. pylori Treatment in Community-Driven Research Aimed at Gastric Cancer Prevention","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Heritage Foundation for Medical Research; Canadian Institutes of Health Research; Alberta Innovates - Technology Futures","keywords":"Atrophic gastritis; Intestinal metaplasia; Helicobacter pylori; Medicine; Internal medicine; Cancer; Gastroenterology; Gastritis; Precancerous condition; Stomach","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003357579,0.0002271685,0.0002716185,0.0007803507,0.00105885,0.0007795544,0.0004864492,0.0005161394,0.0009035954],"category_scores_gemma":[0.005546234,0.0002442487,0.0004211566,0.001318503,0.0004971964,0.0004854982,0.0008059895,0.0003954217,0.0001530871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845785,"about_ca_system_score_gemma":0.00270103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05100417,"about_ca_topic_score_gemma":0.09293661,"domain_scores_codex":[0.9978337,0.001212566,0.00009910129,0.0002026751,0.0003980367,0.0002540521],"domain_scores_gemma":[0.997219,0.0003702586,0.001195244,0.0001347136,0.0006357709,0.0004450493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001070242,0.0005488434,0.9755412,0.0002296843,0.0001603025,0.0001264971,0.001816625,0.00008437735,0.001040469,0.00006273759,0.0003049599,0.01901412],"study_design_scores_gemma":[0.00001134121,0.0003644026,0.9980031,0.0000240886,0.00003126418,0.00004118918,0.0008523087,0.00004081279,0.0001994941,0.00002263911,0.0004058834,0.000003475143],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972928,0.001122513,0.00009579717,0.0001192342,0.00001289812,0.00005560518,0.0002020351,0.000004810417,0.00109436],"genre_scores_gemma":[0.9987332,0.0003845019,0.0002701939,0.00004455812,0.000009277995,0.00005677118,0.0001674708,0.000001690845,0.0003322709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05100417,"threshold_uncertainty_score":0.1014146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08556606798225681,"score_gpt":0.3760085367832802,"score_spread":0.2904424688010234,"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."}}