{"id":"W3017829778","doi":"10.1080/09540121.2020.1757607","title":"Correlates of social isolation among people living with HIV in British Columbia, Canada","year":2020,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria; Simon Fraser University; AIDS Vancouver","funders":"Canadian Institutes of Health Research","keywords":"Demography; Social isolation; Lesbian; Latent class model; Medicine; Social determinants of health; Isolation (microbiology); Gerontology; Psychology; Public health; Sociology; Psychiatry; 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":[0.00003497463,0.00003698388,0.0001594646,0.00002137631,0.00005358101,0.00002695246,0.00004562115,0.00003452508,0.0006561868],"category_scores_gemma":[0.0002101115,0.00005310398,0.00004538573,0.0002658632,0.00003209997,0.00006906879,0.00002535089,0.0001532008,0.000002474523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009366988,"about_ca_system_score_gemma":0.0003206891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8576058,"about_ca_topic_score_gemma":0.9965758,"domain_scores_codex":[0.9993572,0.00003357408,0.0001452084,0.0001125459,0.0002104997,0.0001410065],"domain_scores_gemma":[0.9996362,0.00003722489,0.00003521396,0.00005072168,0.0001486086,0.00009202924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007589818,0.00001658052,0.9736933,0.0001698838,0.00002038864,0.00002501445,0.00282292,0.000002377394,0.00005048846,0.000002683622,0.01968977,0.003498968],"study_design_scores_gemma":[0.000502379,0.0008012157,0.9817729,0.0004451617,0.00002066526,0.000004278433,0.01526778,0.0008806997,0.00001662916,0.000001132219,0.0002321302,0.00005501866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967343,0.0001423911,0.0001249133,0.0002099113,0.00001134098,0.0001653406,0.00006076507,0.00001182353,0.002539222],"genre_scores_gemma":[0.9971282,0.000004790059,0.00009844818,0.0000482606,0.00004429105,0.00001223271,0.00007610844,0.00001055249,0.002577132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1389699,"threshold_uncertainty_score":0.7184786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006550382045770551,"score_gpt":0.2336870823427006,"score_spread":0.22713670029693,"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."}}