{"id":"W2989148112","doi":"10.1093/geroni/igz038.1347","title":"THE EFFECTIVENESS OF A PEER-BASED INTERVENTION ON SOCIALLY ISOLATED OLDER CHINESE IMMIGRANTS IN CANADA","year":2019,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Non-Profit Housing Association","funders":"","keywords":"Loneliness; Psychosocial; Psychological intervention; Intervention (counseling); Social support; Peer support; Randomized controlled trial; Medicine; Population; Gerontology; Happiness; Life satisfaction; Psychology; Social isolation; Psychological resilience; Clinical psychology; Nursing; Psychiatry; Social psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008947631,0.0005342838,0.0005785376,0.0004258174,0.001913417,0.0004439845,0.000847372,0.0004653268,0.003350448],"category_scores_gemma":[0.002116457,0.0001505249,0.0006565637,0.0003193053,0.0005116435,0.000227052,0.0009212409,0.0004380249,0.0001035931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004291567,"about_ca_system_score_gemma":0.02023198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4627424,"about_ca_topic_score_gemma":0.5985718,"domain_scores_codex":[0.9993406,0.0002167644,0.00004121312,0.00006921634,0.0001246525,0.0002076196],"domain_scores_gemma":[0.9990385,0.00009119112,0.000090717,0.00002041714,0.0002019156,0.000557307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0507345,0.0616194,0.1295561,0.006564314,0.001626475,0.001247691,0.01142526,0.001288949,0.01054399,0.0005344509,0.004989261,0.7198696],"study_design_scores_gemma":[0.03327557,0.1243462,0.8003217,0.00188604,0.002763665,0.0002620222,0.01766508,0.004004223,0.004701217,0.000267289,0.01034806,0.0001589042],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974251,0.0008691016,0.00004325204,0.0001864494,0.00003746483,0.0004804601,0.00004077262,0.000009411184,0.0009080189],"genre_scores_gemma":[0.9977618,0.0007992159,0.0003121982,0.0001181383,0.00002735523,0.0002938352,0.00005658441,0.000001436393,0.0006293203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5372576,"threshold_uncertainty_score":0.9200979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140187134800896,"score_gpt":0.3291922023713152,"score_spread":0.3177903310233063,"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."}}