{"id":"W4385663707","doi":"10.1017/s0714980823000302","title":"Friendly Visiting Programs for Older People Experiencing Social Isolation: A Realist Review of what Works, for whom, and under what Conditions","year":2023,"lang":"en","type":"review","venue":"Canadian Journal on Aging / La Revue canadienne du vieillissement","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Metropolitan University; Simon Fraser University","funders":"","keywords":"Social isolation; Isolation (microbiology); Recreation; Psychological intervention; Public relations; Psychology; Political science; Psychotherapist; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0043579,0.0009271521,0.002360317,0.004610797,0.0007355241,0.001986073,0.001292081,0.001528228,0.003276405],"category_scores_gemma":[0.01237112,0.0004758248,0.002083596,0.004641685,0.0007026035,0.00170423,0.00123397,0.001710673,0.0004018475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002691645,"about_ca_system_score_gemma":0.008655377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01350822,"about_ca_topic_score_gemma":0.03249258,"domain_scores_codex":[0.9981074,0.0006972376,0.000442561,0.0002012279,0.0004392506,0.0001121999],"domain_scores_gemma":[0.9930142,0.005327876,0.0005973958,0.0001006467,0.0007875794,0.0001723472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000153779,0.00008108026,0.0003694384,0.3425652,0.0008064311,0.00005790949,0.0006805417,0.0001776519,0.0001801285,0.002767727,0.009514407,0.6426457],"study_design_scores_gemma":[0.00008567466,0.0002709095,0.004518884,0.6020716,0.004485019,0.0004624426,0.001226818,0.0001012398,0.000297475,0.001612537,0.3848138,0.00005347091],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001288358,0.9992489,0.00003092085,0.0002212921,0.00006781274,0.00001789932,0.00002133102,0.000002003523,0.0002608938],"genre_scores_gemma":[0.001095137,0.9985013,0.0001342913,0.0001406656,0.00003032502,0.00002510999,0.00001890125,0.000001150833,0.00005320719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01350822,"threshold_uncertainty_score":0.02685922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05116187085569122,"score_gpt":0.3533015158667395,"score_spread":0.3021396450110482,"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."}}