{"id":"W4387066618","doi":"10.1177/20552076231203664","title":"User testing to modify the MyHealthyGut digital health application for inflammatory bowel disease","year":2023,"lang":"en","type":"article","venue":"Digital Health","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; University of British Columbia, Okanagan Campus; University of British Columbia; BC Children's Hospital; University of Toronto; Royal Victoria Regional Health Centre; St. Michael's Hospital","funders":"","keywords":"Medicine; Inflammatory bowel disease; Thematic analysis; Disease; Focus group; Ulcerative colitis; Population; Health care; Physical therapy; Family medicine; Qualitative research; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0004544844,0.0002531532,0.0001782787,0.00008445399,0.0004769339,0.0001929997,0.0003508061,0.00007045877,9.730841e-7],"category_scores_gemma":[0.0005174511,0.0002214916,0.0001278116,0.0002590942,0.00007306875,0.00003740109,0.0002026654,0.0001056121,0.0001891504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123729,"about_ca_system_score_gemma":0.001489775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001703325,"about_ca_topic_score_gemma":0.00003172066,"domain_scores_codex":[0.99775,0.00004633958,0.0005257822,0.0005919914,0.000269243,0.0008165741],"domain_scores_gemma":[0.9978946,0.00007828102,0.0002244234,0.000714448,0.0001508793,0.0009373752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003186905,0.0007686728,0.3299621,0.005265815,0.0001759237,0.00006079524,0.001370842,0.008405394,0.0009257757,0.008304568,0.2216407,0.4199325],"study_design_scores_gemma":[0.001508401,0.0007492438,0.6695426,0.0001554279,0.00001024547,0.000008116049,0.0004184687,0.004595209,0.00006876666,0.001599293,0.3205448,0.0007994927],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782686,0.0002980208,0.005545233,0.008586356,0.0002510498,0.00406162,0.002111216,0.0002970121,0.0005809304],"genre_scores_gemma":[0.9897308,0.00002595328,0.0001164744,0.005956992,0.0005241065,0.0007563007,0.001899616,0.00008507154,0.0009046962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.419133,"threshold_uncertainty_score":0.9032164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716845795132758,"score_gpt":0.2938458021372752,"score_spread":0.2766773441859476,"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."}}