{"id":"W4200043619","doi":"10.1093/geroni/igab046.468","title":"There Is No Community Here: Living Alone, Place, and Older Peoples' Risk of Social Isolation","year":2021,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Social isolation; Social exclusion; Neighbourhood (mathematics); Isolation (microbiology); Psychology; Social psychology; Gerontology; Qualitative research; Sociology; Medicine; Political science; Social science","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":[0.003343258,0.0002412944,0.0004845409,0.001097228,0.004718302,0.003170799,0.0007197991,0.0007905516,0.002267171],"category_scores_gemma":[0.008156851,0.0002327807,0.0002862918,0.0007591847,0.00496241,0.002614195,0.006114358,0.001463594,0.0001050431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001900551,"about_ca_system_score_gemma":0.002867362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01451419,"about_ca_topic_score_gemma":0.0219071,"domain_scores_codex":[0.9971054,0.001718146,0.0001248191,0.0001414051,0.0004505671,0.0004595932],"domain_scores_gemma":[0.9945609,0.002362871,0.001109985,0.0001228386,0.0004899447,0.001353548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004315296,0.0001016001,0.09684017,0.00019289,0.00002126671,0.0007457052,0.8828351,0.00007106406,0.0002559154,0.002916888,0.001040266,0.01493586],"study_design_scores_gemma":[0.000003690367,0.00007109628,0.02905849,0.000224766,0.00001252623,0.0002902127,0.9666413,0.00008785903,0.00006244415,0.0007923531,0.002739801,0.00001540115],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929906,0.0006888152,0.0002548916,0.001947078,0.0000342028,0.0000185777,0.00002624929,0.000004616009,0.004034959],"genre_scores_gemma":[0.9993547,0.0002545512,0.00007015141,0.00008716591,0.000006877183,0.000008874565,0.000005810742,0.000001169513,0.0002106214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01451419,"threshold_uncertainty_score":0.02885944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735521456150324,"score_gpt":0.3372004295977067,"score_spread":0.3098452150362035,"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."}}