{"id":"W1862651189","doi":"10.1111/j.1748-3743.2010.00259.x","title":"Upstream thinking and health promotion planning for older adults at risk of social isolation","year":2010,"lang":"en","type":"review","venue":"International Journal of Older People Nursing","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Social isolation; Health promotion; Isolation (microbiology); Social determinants of health; Gerontology; Psychological intervention; Population; Social support; Coping (psychology); Upstream (networking); Psychology; Medicine; Nursing; Public health; Environmental health; Social psychology; Psychiatry","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":[0.002617864,0.0006833184,0.001326472,0.00253749,0.0005430132,0.001103186,0.00114061,0.001725527,0.003788359],"category_scores_gemma":[0.005356638,0.0003586448,0.00130855,0.001594023,0.0005432182,0.0013127,0.001180513,0.001802941,0.0004037413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185332,"about_ca_system_score_gemma":0.005624293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006877759,"about_ca_topic_score_gemma":0.01327365,"domain_scores_codex":[0.998909,0.0006274696,0.00009813516,0.00005201968,0.0002299602,0.0000835075],"domain_scores_gemma":[0.997971,0.001435094,0.0002692574,0.00002489909,0.0001707836,0.0001288985],"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":[0.0002044673,0.0005214603,0.001031637,0.05961857,0.0003324242,0.0002072278,0.001367228,0.0002688049,0.0002450633,0.001752049,0.008584294,0.9258668],"study_design_scores_gemma":[0.001840657,0.002638425,0.04102945,0.5277181,0.005165997,0.004419204,0.008130015,0.001294243,0.001875506,0.01533736,0.3903649,0.0001861855],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002266675,0.9921409,0.0005409607,0.002224351,0.0002782246,0.0001418334,0.00001804883,0.00001804122,0.002370866],"genre_scores_gemma":[0.02050152,0.9745432,0.003232788,0.0007014401,0.0001258887,0.0002443612,0.00003233432,0.000002914299,0.0006155549],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006877759,"threshold_uncertainty_score":0.01384479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05751235577013003,"score_gpt":0.4468856864502109,"score_spread":0.3893733306800808,"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."}}