{"id":"W4226363169","doi":"10.2196/34960","title":"A Self-management SMS Text Messaging Intervention for People With Inflammatory Bowel Disease: Feasibility and Acceptability Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Self-management; Text message; Medicine; Intervention (counseling); Distress; Coping (psychology); mHealth; Text messaging; Physical therapy; Clinical psychology; Family medicine; Psychological intervention; Psychiatry; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005521161,0.0006199146,0.0006905882,0.0006370594,0.0006433465,0.0005712196,0.0004853677,0.001024952,0.002953624],"category_scores_gemma":[0.007552211,0.0004059912,0.001264371,0.0002855901,0.000392924,0.0008658837,0.0007886656,0.0008895331,0.0003521068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004102998,"about_ca_system_score_gemma":0.001207714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001093027,"about_ca_topic_score_gemma":0.001455689,"domain_scores_codex":[0.9963775,0.002209062,0.0002692935,0.0002311143,0.0006100234,0.0003029553],"domain_scores_gemma":[0.9970537,0.001634115,0.0003457817,0.0001313741,0.0004758727,0.000359042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.05001528,0.2603324,0.1563223,0.005971263,0.001172865,0.001108082,0.02367663,0.0007123934,0.02171328,0.0005309929,0.002303049,0.4761415],"study_design_scores_gemma":[0.02648289,0.5698417,0.3824773,0.0004293407,0.001054996,0.000541618,0.006053878,0.00261633,0.005029279,0.0001767663,0.005193794,0.0001021153],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951085,0.00006582241,0.0004291137,0.00009969463,0.00001871766,0.003402968,0.00009962344,0.00001842553,0.0007570829],"genre_scores_gemma":[0.9837227,0.0002216559,0.003786618,0.0002268766,0.0000589557,0.01117332,0.0001578567,0.000009109141,0.0006429121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005521161,"threshold_uncertainty_score":0.02919906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06573629318377476,"score_gpt":0.4927641611807005,"score_spread":0.4270278679969257,"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."}}