{"id":"W4414028458","doi":"10.3389/fpubh.2025.1541583","title":"Telephone-based group mental health support for older adults in central Canada: pilot acceptability and effectiveness findings of The CONNECT Program","year":2025,"lang":"en","type":"article","venue":"Frontiers in Public Health","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University; Manitoba Beekeepers' Association; University of Manitoba","funders":"Research Manitoba","keywords":"Mental health; Gerontology; Medicine; Psychology; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002926879,0.0004905753,0.0003692523,0.0005843468,0.002180117,0.0008507975,0.0008950159,0.000555946,0.002046559],"category_scores_gemma":[0.005220938,0.000239337,0.0004372373,0.0008219131,0.0008020183,0.000336301,0.001486491,0.0005687139,0.0001206564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008935408,"about_ca_system_score_gemma":0.02374812,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6718399,"about_ca_topic_score_gemma":0.8567868,"domain_scores_codex":[0.9975349,0.000882299,0.0001272716,0.0001699364,0.0006846576,0.0006008874],"domain_scores_gemma":[0.9974514,0.0005581338,0.0001999383,0.00009127307,0.0006838473,0.001015465],"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":[0.01622401,0.06172203,0.1933649,0.002838558,0.0004310751,0.001327824,0.05585302,0.001856733,0.009768389,0.0006422391,0.006541686,0.6494296],"study_design_scores_gemma":[0.006504103,0.03740234,0.911491,0.0005578906,0.0005619885,0.0002569092,0.02840005,0.001852845,0.002288433,0.0001946593,0.01039716,0.00009262456],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954543,0.000113227,0.0001487428,0.0001728591,0.000009884956,0.002105855,0.0002449596,0.00002116212,0.001729026],"genre_scores_gemma":[0.9932224,0.0004411125,0.001739765,0.0002581874,0.00002078506,0.00229558,0.0004594483,0.000009715173,0.001553037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3281601,"threshold_uncertainty_score":0.6601854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01843888057248913,"score_gpt":0.3265744788175824,"score_spread":0.3081355982450933,"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."}}