{"id":"W2114203830","doi":"10.1053/gast.2000.16495","title":"Mechanism for the transit-induced increase in colonic deoxycholic acid formation in cholesterol cholelithiasis","year":2000,"lang":"en","type":"article","venue":"Gastroenterology","topic":"Gallbladder and Bile Duct Disorders","field":"Medicine","cited_by":114,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Deoxycholic acid; Internal medicine; Bile acid; Gastroenterology; Gallbladder; Chemistry; Cholesterol; 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":[0.0002724298,0.0001657978,0.0003005243,0.000184641,0.0000486218,0.00001265768,0.0001486592,0.0001267733,0.0001646217],"category_scores_gemma":[0.00003401306,0.0001278948,0.0001010091,0.0001499449,0.00004317002,0.0001241245,0.00001205298,0.0002821096,0.00002758332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007104518,"about_ca_system_score_gemma":0.00002388679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002631588,"about_ca_topic_score_gemma":0.004326954,"domain_scores_codex":[0.9986394,0.0001085413,0.0003790952,0.0002549853,0.0001179421,0.0005000456],"domain_scores_gemma":[0.999535,0.00003647859,0.00004796145,0.0002657197,0.0000372422,0.00007754564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05458693,0.006868611,0.4059748,0.0009508498,0.0007182676,0.000334301,0.02895804,0.0007253457,0.2603297,0.0008506099,0.002657803,0.2370447],"study_design_scores_gemma":[0.02458333,0.003153361,0.9601659,0.00009782326,0.0001586759,0.0005801014,0.0008515228,0.004346657,0.004739682,0.0006417076,0.000506937,0.0001743115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881891,0.00003612476,0.0006546453,0.009706423,0.00007658975,0.001181117,0.00001126307,0.00002808424,0.0001166625],"genre_scores_gemma":[0.9910107,0.00009286575,0.0001244922,0.008209602,0.00004729279,0.0004244309,0.00004141342,0.00001875346,0.00003040918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5541911,"threshold_uncertainty_score":0.5215399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01609206820747991,"score_gpt":0.2606376517064851,"score_spread":0.2445455834990052,"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."}}