{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006221911,0.00003800357,0.0001302414,0.00001241418,0.00009152679,0.00008140321,0.00001913681,0.00002836537,0.0002369531],"category_scores_gemma":[0.00004178641,0.00004962539,0.00001852457,0.00011092,0.00004534061,0.00008835542,0.00002562862,0.0001197678,4.062239e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002734389,"about_ca_system_score_gemma":0.0001023378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8887208,"about_ca_topic_score_gemma":0.9951481,"domain_scores_codex":[0.9994581,0.00002365602,0.0001088019,0.0001376918,0.0001415397,0.0001302098],"domain_scores_gemma":[0.9997565,0.00001355065,0.00001923802,0.00003557804,0.00003576929,0.0001393203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003079309,0.00005747101,0.9867718,0.00004695079,0.00000766702,0.00005191055,0.0002520844,1.648188e-8,0.0001368015,0.000001234118,0.003323685,0.009347315],"study_design_scores_gemma":[0.0004505875,0.0005298822,0.9978459,0.00009985243,0.00006202171,0.00001275638,0.0007020666,0.0001599827,0.000004558167,0.000001119913,0.00007496904,0.00005631262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992304,0.00004936697,0.00003114593,0.0002462862,0.000004757007,0.0001920601,0.0000326889,0.000008951875,0.0002043665],"genre_scores_gemma":[0.9981788,0.000013171,0.00005436333,0.0000599262,0.00004312092,0.00003087481,0.00002024651,0.000006669157,0.001592818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1064273,"threshold_uncertainty_score":0.259447,"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."}}