{"id":"W3049138901","doi":"10.1007/s10461-020-03000-2","title":"Social Isolation and Mortality Among People Living with HIV in British Columbia, Canada","year":2020,"lang":"en","type":"article","venue":"AIDS and Behavior","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of Victoria; Simon Fraser University; AIDS Vancouver","funders":"Canadian Institutes of Health Research","keywords":"Social isolation; Demography; Public health; Logistic regression; Cohort; Health psychology; Medicine; Gerontology; Longitudinal study; Cohort study; Isolation (microbiology); Population; Environmental health; Psychiatry; Sociology; Internal medicine; Pathology; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005433438,0.000446426,0.0006725644,0.002058223,0.006616584,0.001768583,0.001857227,0.0007771216,0.003636887],"category_scores_gemma":[0.002032093,0.0004901465,0.0007741168,0.004318445,0.0008027442,0.0005601969,0.001503849,0.001824291,0.000397544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03061018,"about_ca_system_score_gemma":0.04187568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9986345,"about_ca_topic_score_gemma":0.9992431,"domain_scores_codex":[0.9992094,0.00008034632,0.00007000863,0.00007380646,0.0001777068,0.000388699],"domain_scores_gemma":[0.9974312,0.0001238875,0.0002347214,0.00004287231,0.001178951,0.0009884036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000121152,0.0001219116,0.9844035,0.00008217416,0.00009870298,0.000271432,0.002304068,0.0002159355,0.0001199648,0.000228823,0.003833459,0.008198903],"study_design_scores_gemma":[0.00001541328,0.00002138324,0.9921991,0.0001422794,0.00004687138,0.00007197332,0.005918981,0.0002508872,0.00004282361,0.00005326161,0.001215335,0.00002169216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855839,0.002547505,0.00008628446,0.00159284,0.00008842191,0.00006160001,0.004575507,0.00001279145,0.005451157],"genre_scores_gemma":[0.9931845,0.001805464,0.0001154665,0.0002892707,0.00001786277,0.00003383028,0.001123083,0.000007781031,0.003422683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03061018,"threshold_uncertainty_score":0.2220935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01738657713634367,"score_gpt":0.2846934125361757,"score_spread":0.2673068353998321,"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."}}