{"id":"W4366248381","doi":"10.1093/ije/dyad042","title":"Association of gallstone disease with risk of colorectal cancer: a systematic review and meta-analysis of observational studies","year":2023,"lang":"en","type":"review","venue":"International Journal of Epidemiology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft","keywords":"Medicine; Internal medicine; Meta-analysis; Odds ratio; Relative risk; Incidence (geometry); Population; Colorectal cancer; Confidence interval; Cohort study; Observational study; Systematic review; Oncology; Cancer; MEDLINE; Environmental health","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005142059,0.0002580428,0.01206623,0.0007197153,0.00001285799,0.000001685778,0.0002588234,0.0001270143,0.00009898618],"category_scores_gemma":[0.01883245,0.0001419323,0.002587723,0.0005699084,0.0001744726,0.00005601816,0.00006009586,0.0002950675,5.945942e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001932029,"about_ca_system_score_gemma":0.0005038243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006985277,"about_ca_topic_score_gemma":0.00008616055,"domain_scores_codex":[0.9939705,0.001408873,0.003644689,0.000206582,0.0006371757,0.0001322246],"domain_scores_gemma":[0.9776636,0.007369557,0.01169045,0.0001597737,0.003025138,0.0000914701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00008851907,0.0001051941,0.01106453,0.3145936,0.6729453,0.00001188519,0.000043497,0.00006805288,2.966829e-7,0.0001372626,0.0006690194,0.00027278],"study_design_scores_gemma":[0.0002875777,0.0002029846,0.00481539,0.04701265,0.9464181,0.00003503175,0.00003885626,0.00001992156,2.504719e-7,0.0001779721,0.0008968794,0.00009435028],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003634534,0.9957464,0.00003233473,0.002104622,0.00009616861,0.0007102118,0.0009371279,0.000003223179,0.000006425058],"genre_scores_gemma":[0.000388393,0.9985491,0.0004025209,0.0002404414,0.00003871231,0.00008746874,0.0001309948,0.00001665997,0.0001457335],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2734728,"threshold_uncertainty_score":0.9894323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2858381495606901,"score_gpt":0.4838775230941745,"score_spread":0.1980393735334844,"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."}}