{"id":"W2786291121","doi":"10.1097/sga.0000000000000251","title":"Predictors of Impaired Mental Health and Support Seeking in Adults With Inflammatory Bowel Disease","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Nursing","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Medicine; Logistic regression; Cohort; Disease; Psychiatry; Distress; Clinical psychology; Psychology; Gerontology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004332205,0.0001627231,0.0002975846,0.0002052877,0.0003338042,0.00000204128,0.00009105414,0.0001032227,0.00003806889],"category_scores_gemma":[0.00003083788,0.0001451701,0.00002661836,0.00009157439,0.0003584646,0.00010819,0.00004745197,0.0003960424,0.000005633849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002161625,"about_ca_system_score_gemma":0.0004952775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000539982,"about_ca_topic_score_gemma":0.0005290447,"domain_scores_codex":[0.9976138,0.0005181517,0.0006011978,0.000302826,0.0001662736,0.0007977158],"domain_scores_gemma":[0.9988669,0.0000394068,0.000336746,0.0001869701,0.00007329426,0.0004967384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004379439,0.00007640231,0.9677233,0.0005606257,0.000009103487,0.000007565208,0.02430309,3.965883e-7,0.000006192835,0.00001001036,0.002310804,0.0006131344],"study_design_scores_gemma":[0.00302679,0.001604689,0.9872514,0.002154631,0.00001015099,0.000007700463,0.00548241,0.0002281085,6.582428e-7,0.00001552731,0.0001518388,0.00006607368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934336,0.0001416439,0.0001267618,0.004687246,0.0006437717,0.0007914047,0.00004793566,0.00004890389,0.00007872385],"genre_scores_gemma":[0.9976586,0.00007314352,0.0001737569,0.001522065,0.0004373825,0.00001898913,0.00006550414,0.00002378525,0.00002680312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01952819,"threshold_uncertainty_score":0.5919865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546244110919938,"score_gpt":0.3331123246540932,"score_spread":0.3176498835448939,"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."}}