{"id":"W4413116432","doi":"10.1136/gutjnl-2024-334531","title":"Global prevalence and gastrointestinal symptom burden of individuals with a history of cholecystectomy","year":2025,"lang":"en","type":"article","venue":"Gut","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University; Population Health Research Institute","funders":"Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Medicine; Cholecystectomy; Internal medicine; General surgery; Gastroenterology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005685054,0.000185037,0.0002855506,0.001119923,0.0001708205,0.0004260423,0.0002335652,0.0003039035,0.001455617],"category_scores_gemma":[0.002005451,0.000191455,0.0004765797,0.001218402,0.0002725561,0.0003718963,0.0004592282,0.00027883,0.0001314483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001864063,"about_ca_system_score_gemma":0.000173716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005772937,"about_ca_topic_score_gemma":0.005768943,"domain_scores_codex":[0.9996485,0.0001100388,0.00004776363,0.00008466818,0.00004997619,0.00005907646],"domain_scores_gemma":[0.9986702,0.0001771302,0.0007966927,0.00007544355,0.0001314463,0.0001490616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003424324,0.000005338867,0.999209,0.00001173215,0.00004152855,0.00002369769,0.00002866726,0.00002196509,0.00006227798,0.000006973808,0.00004184896,0.0005127442],"study_design_scores_gemma":[0.000001436082,0.00002157991,0.9996635,0.000005493028,0.00001988526,0.0001022814,0.00008724474,0.00003934128,0.00000795337,0.000006717681,0.00004317717,0.000001399877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998091,0.0006712522,0.00005028393,0.00007719256,0.000004718126,0.000005266473,0.0006601046,0.000004347093,0.0004357476],"genre_scores_gemma":[0.9990259,0.0003193667,0.00005815613,0.00001776514,0.000009460927,0.000004787049,0.0005054101,0.000001090196,0.0000581549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005772937,"threshold_uncertainty_score":0.01147866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008957885801406884,"score_gpt":0.2434995182346108,"score_spread":0.2345416324332039,"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."}}