{"id":"W4411142708","doi":"10.1016/j.eclinm.2025.103299","title":"Helicobacter pylori infection, anti-Helicobacter pylori treatment and risk of colorectal cancer and adenoma: an observational study and a meta-analysis","year":2025,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China; National Science and Technology Major Project; Deutsche Forschungsgemeinschaft; Peking University; Beijing Hospital Authority","keywords":"Medicine; Internal medicine; Colorectal cancer; Helicobacter pylori; Meta-analysis; Odds ratio; Subgroup analysis; Observational study; Colonoscopy; Colorectal adenoma; Publication bias; Cancer; Oncology","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"],"consensus_categories":[],"category_scores_codex":[0.0009182924,0.0004886286,0.002687203,0.0005271883,0.0001999607,0.00002439965,0.00007858342,0.0002409403,0.0001539127],"category_scores_gemma":[0.00055159,0.000331155,0.0003249011,0.0008292885,0.0006933109,0.0001717077,0.0001690865,0.0004470909,0.000002031036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008611069,"about_ca_system_score_gemma":0.0001109707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001862004,"about_ca_topic_score_gemma":0.002354994,"domain_scores_codex":[0.9967518,0.0003567064,0.001272496,0.0009469452,0.0002926402,0.0003794008],"domain_scores_gemma":[0.9975941,0.0007227649,0.000421888,0.0004833295,0.0004591495,0.0003187521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005986608,0.001047041,0.8477103,0.00004131179,0.1484121,0.00001762802,0.0007969047,0.000005031819,0.0001316375,0.00001038052,0.0001251769,0.00110387],"study_design_scores_gemma":[0.00539821,0.003634444,0.746256,0.00001426469,0.2436709,0.00001601699,0.000195239,0.0001678899,0.00004144519,0.0000282157,0.0004473394,0.0001301],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870566,0.003054766,0.00005750927,0.008219286,0.0002072523,0.001141522,0.0001437368,0.00006544366,0.00005391366],"genre_scores_gemma":[0.9923687,0.005202198,0.0003033331,0.001089717,0.0001766491,0.0002571188,0.00006836874,0.00002578079,0.0005081594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014543,"threshold_uncertainty_score":0.9999141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170439785932148,"score_gpt":0.389678699454344,"score_spread":0.2726347208611292,"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."}}