{"id":"W2013919004","doi":"10.14740/gr642w","title":"Total and Segmental Colon Transit Time Study in Functional Constipation: Comparison With Healthy Subjects","year":2015,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Transit time; Constipation; Functional constipation; Mean transit time; Internal medicine; Gastroenterology; Transport engineering; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009800539,0.0001107065,0.0002947059,0.0002428981,0.00007887457,0.00001500651,0.00004525835,0.0000454036,0.00006458123],"category_scores_gemma":[0.00009732281,0.00009654509,0.00001696114,0.0001901456,0.0004491482,0.00006595538,0.00004930496,0.0005328009,0.00003439145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001157357,"about_ca_system_score_gemma":0.0002035244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001989016,"about_ca_topic_score_gemma":0.001718097,"domain_scores_codex":[0.9980721,0.0004418101,0.0002264853,0.0003281517,0.000464955,0.0004665041],"domain_scores_gemma":[0.9992475,0.00009693897,0.00002873506,0.0001349833,0.000194695,0.0002971636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02496177,0.001619515,0.9716166,0.00002409486,0.00002686889,0.0001194349,0.000628188,0.0001070041,0.0001451416,0.00000436308,0.0006491267,0.0000979404],"study_design_scores_gemma":[0.01139495,0.02454971,0.9580678,0.00003015876,0.00001570342,0.0008653282,0.004183564,0.0008304788,0.000006865554,0.00001481411,0.000006591931,0.00003404632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955838,0.00003784845,0.0002849933,0.002833507,0.00003081524,0.0008848229,0.000004605172,0.00002261063,0.0003170081],"genre_scores_gemma":[0.999346,7.370044e-7,0.0002679583,0.0001864081,0.00003165916,0.0000539186,0.00002953575,0.000009030033,0.00007472028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02293019,"threshold_uncertainty_score":0.3936994,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1127709009838076,"score_gpt":0.3747168760289795,"score_spread":0.2619459750451719,"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."}}