{"id":"W4309380226","doi":"10.2196/43192","title":"Understanding the Role of Support in Digital Mental Health Programs With Older Adults: Users’ Perspective and Mixed Methods Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences","keywords":"Mental health; Thematic analysis; Mental health literacy; Psychological intervention; Social support; Psychology; Descriptive statistics; Medical education; Digital health; Digital literacy; Applied psychology; Nursing; Gerontology; Medicine; Qualitative research; Health care; Mental illness; Psychiatry; Social psychology; Pedagogy","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":[0.02460848,0.0004486747,0.0007266534,0.002449172,0.005028593,0.005772748,0.001163939,0.00179119,0.002263717],"category_scores_gemma":[0.02370927,0.0005997811,0.0009767333,0.0023938,0.002143654,0.006367407,0.00535516,0.001678199,0.0002090594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003432197,"about_ca_system_score_gemma":0.003640834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006696048,"about_ca_topic_score_gemma":0.01369247,"domain_scores_codex":[0.9844102,0.01191832,0.000956914,0.0004776412,0.001217119,0.001019764],"domain_scores_gemma":[0.9837061,0.01188425,0.001447996,0.0004247256,0.00167103,0.0008658689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007978902,0.0002947039,0.05373898,0.0007277066,0.00006742994,0.0004840854,0.9204038,0.00002212339,0.0003166917,0.0009408282,0.0005174307,0.02240639],"study_design_scores_gemma":[0.00001427905,0.0003344615,0.01752716,0.00077303,0.00005440556,0.0003676949,0.9747078,0.000130497,0.0001514038,0.0002819361,0.005636016,0.00002132841],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936318,0.001748696,0.0007074508,0.001439808,0.00003452162,0.0002113407,0.00009431652,0.000006378937,0.002125676],"genre_scores_gemma":[0.9946485,0.00172834,0.001214571,0.001213943,0.00002860699,0.0005149851,0.00005770588,0.000008357693,0.0005849811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02460848,"threshold_uncertainty_score":0.1301436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.143992860201771,"score_gpt":0.5317378554026883,"score_spread":0.3877449952009172,"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."}}