{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005476024,0.0001543195,0.0002672373,0.0004956911,0.0005703331,0.0006398802,0.0002659033,0.0004219969,0.001656781],"category_scores_gemma":[0.003430289,0.0001918472,0.0003839394,0.000648542,0.0002763792,0.0003657185,0.0008613175,0.0009753797,0.0001455384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003676894,"about_ca_system_score_gemma":0.0003777652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01976031,"about_ca_topic_score_gemma":0.02931917,"domain_scores_codex":[0.999575,0.0001117723,0.00006099059,0.00004366427,0.0001023662,0.0001062867],"domain_scores_gemma":[0.9988039,0.0001506086,0.000588383,0.00003964965,0.0001073113,0.0003101921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001268287,0.00002382274,0.9990703,0.000007238855,0.00001109598,0.00003569654,0.0001479376,0.000007535183,0.00002165811,0.000005720614,0.00003864644,0.000617705],"study_design_scores_gemma":[0.000001114097,0.00002159433,0.9995266,0.000007274154,0.000005355192,0.00005502964,0.000272938,0.00004478154,0.000004532893,0.000005777143,0.00005401541,9.626341e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990531,0.000262903,0.00001463225,0.0001641787,0.000004518603,0.000007832997,0.00009432556,7.799657e-7,0.0003978326],"genre_scores_gemma":[0.9996434,0.0001208805,0.00002591615,0.00003769368,0.000005589564,0.000004464714,0.00006861876,3.286576e-7,0.00009304647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01976031,"threshold_uncertainty_score":0.03929061,"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."}}