{"id":"W3011083723","doi":"","title":"Social isolation and loneliness: the new geriatric giants: Approach for primary care.","year":2020,"lang":"en","type":"review","venue":"PubMed","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Loneliness; Social isolation; Psychological intervention; Gerontology; Social support; Transgender; Psychology; Medicine; Vulnerability (computing); Nursing; Psychiatry; Social psychology","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":[0.00684217,0.001040656,0.00197098,0.005723263,0.002005717,0.004908333,0.001585253,0.004558764,0.006049503],"category_scores_gemma":[0.01348341,0.0005557187,0.001732995,0.003165028,0.002535949,0.007795186,0.005103504,0.004832874,0.001099535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004941681,"about_ca_system_score_gemma":0.01381026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006270093,"about_ca_topic_score_gemma":0.01973167,"domain_scores_codex":[0.9971824,0.001400521,0.0004467622,0.0002516356,0.0005504183,0.0001684229],"domain_scores_gemma":[0.9900691,0.005432718,0.001060592,0.0002011166,0.001938459,0.001298069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001398796,0.0001252651,0.002651874,0.08401962,0.0005119573,0.00127617,0.0085342,0.0001729613,0.0004645738,0.01718905,0.354341,0.5305734],"study_design_scores_gemma":[0.000116477,0.0003024824,0.01001594,0.1447736,0.0007682533,0.003008092,0.0145753,0.000168592,0.0001052676,0.02450763,0.8015706,0.00008767786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005096142,0.8968409,0.0004384582,0.09388311,0.005900227,0.00007175396,0.00006223465,0.00002553749,0.002268242],"genre_scores_gemma":[0.016967,0.9170943,0.003635919,0.04565053,0.01257308,0.0003960109,0.0001367757,0.00001927207,0.003527098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00684217,"threshold_uncertainty_score":0.03618526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09085568684333313,"score_gpt":0.3501765959554537,"score_spread":0.2593209091121206,"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."}}