{"id":"W4200418819","doi":"10.1111/hsc.13682","title":"Community‐based responses to loneliness in older people: A systematic review of qualitative studies","year":2021,"lang":"en","type":"review","venue":"Health & Social Care in the Community","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Psychological intervention; Autonomy; Qualitative research; Focus group; Psychology; Coping (psychology); Systematic review; Social support; Gerontology; Medicine; Social psychology; Sociology; MEDLINE; Political science; Clinical psychology; Social science; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0428519,0.001406445,0.004964508,0.01319474,0.001742931,0.002828043,0.001980304,0.001434047,0.003678332],"category_scores_gemma":[0.1015668,0.001290819,0.00559377,0.01350092,0.002094645,0.004547338,0.004447276,0.001489,0.0002979613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008215558,"about_ca_system_score_gemma":0.02272152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157077,"about_ca_topic_score_gemma":0.04229162,"domain_scores_codex":[0.9720425,0.01573835,0.007834198,0.001129065,0.00259431,0.0006615298],"domain_scores_gemma":[0.898689,0.0820656,0.009210718,0.001648568,0.007715493,0.0006705056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002258399,0.00003185347,0.001471779,0.8922748,0.002194182,0.0002142541,0.01715961,0.0001402854,0.0003482114,0.0009051356,0.001885738,0.08314841],"study_design_scores_gemma":[0.00008581077,0.000156015,0.003011131,0.9497428,0.005583092,0.000329112,0.01418007,0.0000539299,0.0003290593,0.000624089,0.02584448,0.00006048895],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006612458,0.9857498,0.002134348,0.0009409045,0.0002523023,0.002457823,0.0009874745,0.00001868772,0.0008460738],"genre_scores_gemma":[0.05082495,0.9356694,0.004835688,0.001197588,0.00006914038,0.006479349,0.0005357174,0.00002059642,0.0003676458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0428519,"threshold_uncertainty_score":0.2266252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4967840216817037,"score_gpt":0.6268785306859838,"score_spread":0.1300945090042801,"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."}}