{"id":"W4404364918","doi":"10.1111/dme.15451","title":"Evaluating a mental health support mobile app for adults with type 1 diabetes living in rural and remote communities: The <scp>REACHOUT</scp> pilot study","year":2024,"lang":"en","type":"article","venue":"Diabetic Medicine","topic":"Diabetes Management and Education","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interior Health; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Breakthrough T1D Canada; Michael Smith Health Research BC","keywords":"Medicine; Peer support; Distress; Social support; Mental health; Intervention (counseling); Randomized controlled trial; mHealth; Type 2 diabetes; Psychological intervention; Gerontology; Clinical psychology; Diabetes mellitus; Psychiatry; Psychology; Social psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.002759082,0.0002322131,0.0004728116,0.0002487751,0.0001802112,0.00005179087,0.0001346038,0.00002478654,0.00006191483],"category_scores_gemma":[0.0004247912,0.0001422452,0.00002304755,0.0004558675,0.0001782,0.00009751593,0.00007694616,0.0002701104,0.000008904231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152476,"about_ca_system_score_gemma":0.000142433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004311421,"about_ca_topic_score_gemma":0.0001377232,"domain_scores_codex":[0.9982297,0.0001762485,0.0004270988,0.00025813,0.0004181022,0.0004907222],"domain_scores_gemma":[0.9979637,0.001338518,0.0001015946,0.0003636222,0.00008654585,0.0001459637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001331817,0.001332028,0.355772,0.004159431,0.0005084054,0.000006083796,0.2977495,0.00001263515,0.0002768356,0.00004744588,0.01504639,0.324956],"study_design_scores_gemma":[0.008277378,0.08664808,0.2558355,0.01898178,0.000841819,0.00001058077,0.5708765,0.0526891,0.00002869151,0.0001750355,0.005404321,0.0002312573],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894707,0.00378298,0.00001548636,0.001622367,0.0004959877,0.003814974,0.000005181817,0.0001019356,0.0006904398],"genre_scores_gemma":[0.9963847,0.0002390371,0.0002687438,0.001152782,0.0002950173,0.0003010237,0.0002005619,0.00004981097,0.001108287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3247247,"threshold_uncertainty_score":0.5800592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04355606043783628,"score_gpt":0.3519477712235735,"score_spread":0.3083917107857372,"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."}}