{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01268971,0.0008814318,0.0004475121,0.0005927718,0.0004960993,0.001071629,0.001202588,0.001202889,0.006912422],"category_scores_gemma":[0.04376265,0.0003273164,0.0007123798,0.0001931997,0.0004843426,0.001636822,0.001215456,0.0008233144,0.001760381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004894501,"about_ca_system_score_gemma":0.0007513267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000644934,"about_ca_topic_score_gemma":0.001531422,"domain_scores_codex":[0.9948928,0.003280414,0.0003690979,0.0002969283,0.0008330801,0.0003277338],"domain_scores_gemma":[0.9680896,0.02462243,0.0008493811,0.001829911,0.003858032,0.0007506772],"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":[0.003327806,0.01004714,0.08852151,0.004677704,0.0001702444,0.002643344,0.07269979,0.0016813,0.03536936,0.0009970634,0.0385249,0.7413399],"study_design_scores_gemma":[0.002193004,0.05914206,0.3414645,0.009249446,0.001212858,0.008867805,0.06687194,0.04181805,0.08329093,0.005191308,0.3795993,0.00109891],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9276633,0.0004214403,0.03947413,0.002546566,0.0003986638,0.01291904,0.001211071,0.004554432,0.01081133],"genre_scores_gemma":[0.8537153,0.0004795203,0.1203848,0.002304626,0.0001171759,0.01353651,0.0009666192,0.0004931217,0.008002413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01268971,"threshold_uncertainty_score":0.06711042,"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."}}