{"id":"W4375948663","doi":"10.2196/44652","title":"Technology-Supported Integrated Care Innovations to Support Diabetes and Mental Health Care: Scoping Review","year":2023,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Diabetes Management and Education","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Alberta; University of Toronto; University Health Network; Diabetes Canada; Centre for Addiction and Mental Health; McMaster University","funders":"Centre for Addiction and Mental Health; McMaster University; Hamilton Health Sciences","keywords":"Mental health; Psychological intervention; Psychosocial; Medicine; Health care; Distress; Gerontology; Nursing; Psychiatry; Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002565302,0.0002263109,0.0004994104,0.0008339382,0.0001930583,0.00004490749,0.0001220009,0.00008346076,0.0001478435],"category_scores_gemma":[0.0001670132,0.00021227,0.00005305821,0.003072691,0.00007621272,0.0001386841,0.0001424151,0.0001713726,0.000220845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001875977,"about_ca_system_score_gemma":0.0003164883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003731767,"about_ca_topic_score_gemma":0.00001218359,"domain_scores_codex":[0.998272,0.00002745167,0.0004554039,0.000423622,0.000225997,0.0005955099],"domain_scores_gemma":[0.9990395,0.00002952799,0.0001283576,0.0003733044,0.0002480605,0.0001812267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000042912,0.0000828411,0.5459653,0.02178238,0.000116181,0.000002040943,0.002404281,2.750022e-7,0.001929913,0.0001196296,0.2451147,0.1824781],"study_design_scores_gemma":[0.005065618,0.006385228,0.3986122,0.2043022,0.0006270577,0.000003479927,0.04216164,0.0001184849,0.01866087,0.0002415495,0.3212865,0.002535249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535994,0.01168646,0.000001001958,0.02905597,0.000314586,0.003786429,0.00005219813,0.0006780705,0.0008258757],"genre_scores_gemma":[0.9726936,0.002639907,0.000850436,0.01386744,0.0001407421,0.001998309,0.006598392,0.00008445156,0.001126728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1825198,"threshold_uncertainty_score":0.865612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904709811034121,"score_gpt":0.34580283209736,"score_spread":0.3267557339870187,"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."}}