{"id":"W4323361593","doi":"10.1002/jgh3.12883","title":"The burden of gastrointestinal diseases in Japan, 1990–2019, and projections for 2035","year":2023,"lang":"en","type":"article","venue":"JGH Open","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Institute for Health Metrics and Evaluation","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002169932,0.00008408831,0.0002146958,0.00008229489,0.0001191698,0.00002077259,0.000133687,0.0000222728,0.000005310341],"category_scores_gemma":[0.0005150202,0.00005642135,0.00003308187,0.0002236992,0.0001477692,0.00006199182,0.0002398061,0.0001059762,0.00001156147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002476254,"about_ca_system_score_gemma":0.00005703391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006219146,"about_ca_topic_score_gemma":0.0002538729,"domain_scores_codex":[0.9992734,0.00003176245,0.0002118901,0.0001698103,0.00007476987,0.0002384288],"domain_scores_gemma":[0.9994016,0.0002331068,0.00005906233,0.0001697431,0.00008250593,0.00005392822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007440828,0.00008460564,0.9454094,0.00006114171,0.0001316067,0.00001163307,0.000762572,0.00001557503,0.0007440844,0.00009544758,0.04924231,0.0026975],"study_design_scores_gemma":[0.002259437,0.001000356,0.9831557,0.0002223835,0.0001049222,0.00007356422,0.001788772,0.000506134,0.0000311724,0.0001530879,0.01065131,0.00005317813],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809487,0.00009410726,0.00001433473,0.01696393,0.00008533988,0.001400104,0.00006427638,0.00003461339,0.0003946267],"genre_scores_gemma":[0.9935185,0.0001370331,0.0006506727,0.0001743288,0.0001722307,0.0005341893,0.00005216008,0.00002352805,0.004737387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03859099,"threshold_uncertainty_score":0.2300796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474146195062816,"score_gpt":0.3282746338806248,"score_spread":0.2935331719299967,"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."}}