{"id":"W4390191913","doi":"10.1002/alz.082296","title":"Effects of the social network on health in community‐dwelling older adults: a systematic review","year":2023,"lang":"en","type":"review","venue":"Alzheimer s & Dementia","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Gerontology; Quality of life (healthcare); Social network (sociolinguistics); Psychology; Social support; Mental health; Institutionalisation; Social determinants of health; Medicine; Public health; Psychiatry; Social psychology","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":[0.005491219,0.001067363,0.005234229,0.01013834,0.0005993402,0.002064785,0.001138462,0.00128048,0.003063262],"category_scores_gemma":[0.0269833,0.000633898,0.004811469,0.009266476,0.0007459518,0.001985753,0.001274955,0.0006983742,0.0001444607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002958443,"about_ca_system_score_gemma":0.006938247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00998671,"about_ca_topic_score_gemma":0.0260839,"domain_scores_codex":[0.9949281,0.001997206,0.001499637,0.0004634619,0.00095011,0.0001614452],"domain_scores_gemma":[0.9728114,0.02128449,0.003778971,0.0002315569,0.00157735,0.0003162024],"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":[0.0001873102,0.00003475448,0.004112563,0.9453973,0.01250244,0.0001219622,0.0003364481,0.00008724677,0.00007444961,0.0001906257,0.0008447055,0.03611028],"study_design_scores_gemma":[0.0002366823,0.0003493481,0.02737389,0.8673138,0.0912137,0.0004460873,0.0007582529,0.000175057,0.0001510524,0.0003188745,0.01161129,0.00005186207],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004529912,0.9941782,0.0000875308,0.0001786507,0.00007408805,0.0002596206,0.000395541,0.000004967303,0.0002914632],"genre_scores_gemma":[0.06610112,0.9316654,0.000594402,0.000356804,0.0001028743,0.0007531577,0.0003038594,0.00000366803,0.0001186968],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01013834,"threshold_uncertainty_score":0.02904063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07016986814995682,"score_gpt":0.4034311973046968,"score_spread":0.33326132915474,"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."}}