{"id":"W3095930651","doi":"10.1097/mcg.0000000000001463","title":"Psychological Comorbidity and Intervention in Inflammatory Bowel Disease","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Gastroenterology","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Comorbidity; Inflammatory bowel disease; Anxiety; Depression (economics); Quality of life (healthcare); Etiology; Disease; Psychiatric comorbidity; Intervention (counseling); Irritable bowel syndrome; Intensive care medicine; Psychiatry; Internal medicine; Nursing","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008509301,0.0004065036,0.00367958,0.0003352125,0.0001197315,0.00001105474,0.0005552893,0.001289684,0.000220988],"category_scores_gemma":[0.003605437,0.0002988789,0.00115681,0.0001113212,0.0003629539,0.0001129077,0.0002669007,0.008178174,0.0001168177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001154977,"about_ca_system_score_gemma":0.0003733545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004641467,"about_ca_topic_score_gemma":0.00003486464,"domain_scores_codex":[0.9777781,0.01339019,0.007278764,0.0005780997,0.0002464123,0.0007284004],"domain_scores_gemma":[0.9912752,0.00276889,0.004346814,0.0003661642,0.0001441267,0.001098822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001840682,0.0006115041,0.2467878,0.008052679,0.0001458222,0.001097395,0.00009037391,2.400049e-7,1.873823e-8,0.000105478,0.004631745,0.7366363],"study_design_scores_gemma":[0.00300969,0.00195207,0.25247,0.008860458,0.0002945249,0.0001417678,0.0000429535,0.000005786173,4.040306e-10,0.0005911479,0.7325217,0.0001098318],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.04442792,0.9425285,0.0003040766,0.003750963,0.007465282,0.00117711,0.000029168,0.00003024438,0.0002867419],"genre_scores_gemma":[0.004058476,0.9886693,0.0002122215,0.004390976,0.002537722,0.00003634395,0.00001359679,0.00004294339,0.00003844884],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7365265,"threshold_uncertainty_score":0.9999464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2162926224904638,"score_gpt":0.578589683274892,"score_spread":0.3622970607844282,"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."}}