{"id":"W2980528742","doi":"10.1111/apt.15540","title":"Natural history of autoimmune atrophic gastritis: a prospective, single centre, long‐term experience","year":2019,"lang":"en","type":"article","venue":"Alimentary Pharmacology & Therapeutics","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Gastroenterology; Internal medicine; Atrophic gastritis; Hazard ratio; Interquartile range; Stage (stratigraphy); Prospective cohort study; Dysplasia; Atrophy; Gastritis; Proportional hazards model; Pathology; Stomach; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009820834,0.0003432346,0.0006241004,0.0001614235,0.00005221581,0.000003959512,0.0002426942,0.0001402265,0.001044973],"category_scores_gemma":[5.335428e-7,0.000329749,0.0001613321,0.0001668301,0.0006292567,0.0001590267,0.0001630085,0.0005675566,0.000085052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009895414,"about_ca_system_score_gemma":0.0001251211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002334978,"about_ca_topic_score_gemma":0.000006926807,"domain_scores_codex":[0.9979298,0.0001612506,0.0005285353,0.0004907147,0.0002627876,0.0006269751],"domain_scores_gemma":[0.9990404,0.00006977411,0.0002432994,0.0003494077,0.0001915077,0.0001055705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00112219,0.0007510259,0.4939871,0.00004425427,0.005988166,0.00008859952,0.002217189,0.000001824284,0.4950941,0.000002324424,0.0003088241,0.0003943694],"study_design_scores_gemma":[0.01281939,0.003233711,0.902889,0.0001559534,0.007486762,0.0003410218,0.0005166747,0.0001193033,0.06735235,0.00000936526,0.004686527,0.0003899944],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809058,0.01162395,0.000006261521,0.002323999,0.00378267,0.0009659921,0.00001389096,0.0001132433,0.0002642315],"genre_scores_gemma":[0.9857009,0.0006681301,0.0002446166,0.01093492,0.0001313357,0.00004214668,0.00004800371,0.00004852275,0.002181412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4277417,"threshold_uncertainty_score":0.9999155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260266685917945,"score_gpt":0.2832727813992759,"score_spread":0.2606701145400965,"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."}}