{"id":"W4407285591","doi":"10.1093/jcag/gwae059.166","title":"A166 SIMPLENESS: A QUALITATIVE DESCRIPTION STUDY EXPLORING PATIENT PERSPECTIVES ON THE BARRIERS AND FACILITATORS OF USING DIGITAL HEALTH TOOLS TO SELF-MANAGE INFLAMMATORY BOWEL DISEASE","year":2025,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Inflammatory bowel disease; Disease; Qualitative research; Medicine; Knowledge management; Psychology; Computer science; Data science; Pathology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02401224,0.0008507128,0.001031853,0.001509144,0.01097951,0.004781458,0.002489125,0.002372833,0.005299793],"category_scores_gemma":[0.02515499,0.0007501274,0.0006911729,0.001506646,0.009318139,0.005460515,0.006185514,0.004181521,0.0006329993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009253645,"about_ca_system_score_gemma":0.01081797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01189263,"about_ca_topic_score_gemma":0.01732931,"domain_scores_codex":[0.9815113,0.01446663,0.0004681693,0.0007732805,0.0009047879,0.00187583],"domain_scores_gemma":[0.9621062,0.02925832,0.001467091,0.0007191538,0.003139809,0.003309327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003779189,0.0000449383,0.000938001,0.0001969717,0.000003326715,0.0006371631,0.993093,0.00002894541,0.0005679511,0.0009962763,0.000656168,0.00279941],"study_design_scores_gemma":[0.00000820362,0.00005390129,0.0003515903,0.0002382632,0.000003578841,0.0001939434,0.9906698,0.00007053254,0.0001867837,0.0003398014,0.007870299,0.00001326051],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657312,0.001519064,0.008556315,0.01263404,0.0002532532,0.00124089,0.0005221768,0.00005342334,0.009489683],"genre_scores_gemma":[0.9828295,0.001400086,0.004717214,0.004499989,0.00005794414,0.001452803,0.0001783396,0.00005543192,0.004808737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02401224,"threshold_uncertainty_score":0.1269904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04744881135811754,"score_gpt":0.3654696542402459,"score_spread":0.3180208428821284,"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."}}