{"id":"W4296700750","doi":"10.1093/crocol/otac036","title":"Exploring Patient Perspectives on a 12-Week Online, Stress Reduction Intervention in Inflammatory Bowel Disease","year":2022,"lang":"en","type":"article","venue":"Crohn s & Colitis 360","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University Hospital Foundation; American College of Gastroenterology","keywords":"Inflammatory bowel disease; Intervention (counseling); Reduction (mathematics); Medicine; Disease; Stress reduction; Internal medicine; Gastroenterology; Physical therapy; Nursing; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0001365034,0.0002012144,0.0001110718,0.0001655733,0.0002055349,0.00004355155,0.0001889117,0.0000425233,0.0001179861],"category_scores_gemma":[0.00009596059,0.0002511413,0.0001702554,0.00008237267,0.00008188244,0.00002475415,0.0002576292,0.0002149257,0.000009341664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640096,"about_ca_system_score_gemma":0.0001443447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004594609,"about_ca_topic_score_gemma":0.0001087948,"domain_scores_codex":[0.9982504,0.0002667431,0.0003345885,0.0005498922,0.0002743342,0.0003240363],"domain_scores_gemma":[0.9991728,0.000006605615,0.0001313443,0.0004362148,0.00007333915,0.0001796695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1122863,0.04338021,0.4017665,0.003185414,0.00132341,0.02309773,0.06098043,0.112358,0.06141779,0.02073569,0.01386491,0.1456036],"study_design_scores_gemma":[0.001100841,0.0004083443,0.9769705,0.00009283363,0.00002144086,0.00001002593,0.01515294,0.0001465919,0.001323478,0.00009475774,0.004324574,0.0003536753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977568,0.0004812524,0.00001039881,0.00006004457,0.0005045958,0.0005024296,0.0003634223,0.00003766076,0.0002833729],"genre_scores_gemma":[0.9979813,0.0001005832,0.00002530115,0.00006239686,0.0002703661,0.0008293231,0.0004434442,0.00004156525,0.0002457511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.575204,"threshold_uncertainty_score":0.9999941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02380839458796452,"score_gpt":0.2447336891858023,"score_spread":0.2209252945978378,"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."}}