{"id":"W4405168881","doi":"10.14309/01.ajg.0001082604.27179.79","title":"S18 Mental Disorders and Correlated Factors in Patients With Inflammatory Bowel Disease","year":2024,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Microscopic Colitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Inflammatory bowel disease; Internal medicine; Disease; Inflammatory Bowel Diseases; Mental disease; Gastroenterology; Psychiatry","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":[0.0003871115,0.0002175191,0.0003870964,0.001022148,0.0004154419,0.0004410185,0.0001621967,0.0002878708,0.003933591],"category_scores_gemma":[0.001969061,0.0001438917,0.0004727269,0.001466958,0.0001824844,0.0001949072,0.0004339375,0.000420391,0.0003272516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425198,"about_ca_system_score_gemma":0.0003814206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002752725,"about_ca_topic_score_gemma":0.003171134,"domain_scores_codex":[0.9996232,0.0001165522,0.00006349036,0.00004975845,0.00008029991,0.00006662519],"domain_scores_gemma":[0.9990432,0.0001907684,0.0004996383,0.00003604208,0.00009787746,0.0001325438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003888684,0.00001352926,0.9987773,0.00001889798,0.00001701746,0.00007835874,0.00002755623,0.00000803342,0.00002632769,0.000007236511,0.00006603239,0.0009207017],"study_design_scores_gemma":[0.00000630256,0.00006148004,0.9988243,0.00002286297,0.00002419906,0.0005202643,0.0001558074,0.00005597918,0.00001326434,0.00002125415,0.000292296,0.000001875431],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958283,0.001613069,0.00006105282,0.0001382536,0.00002084441,0.00002917765,0.0008454696,0.000003390056,0.001460404],"genre_scores_gemma":[0.9987925,0.0004715502,0.00009710975,0.00003290179,0.0000205093,0.00001716196,0.0004470837,8.716565e-7,0.0001202865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003933591,"threshold_uncertainty_score":0.01315916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002364365369188097,"score_gpt":0.2135838178770005,"score_spread":0.2112194525078124,"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."}}