{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000596162,0.0003633052,0.0004796418,0.00207329,0.00537871,0.00186803,0.001332179,0.0003479384,0.002478073],"category_scores_gemma":[0.002413033,0.0002877369,0.0003522555,0.004128136,0.001010181,0.0004378491,0.001602762,0.0009681415,0.0002225823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01829388,"about_ca_system_score_gemma":0.02270177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9956339,"about_ca_topic_score_gemma":0.9977502,"domain_scores_codex":[0.9990613,0.0001084915,0.00006749485,0.0001109035,0.0003027639,0.0003490662],"domain_scores_gemma":[0.9974275,0.0001239887,0.000434212,0.0000623867,0.001156798,0.0007950573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003634527,0.00004000005,0.9872466,0.00005105138,0.00005230919,0.0001198507,0.002027526,0.00009318651,0.0001078626,0.0001100748,0.001662576,0.008452569],"study_design_scores_gemma":[0.00000281019,0.00001176372,0.994753,0.00007350224,0.00001525527,0.00005932269,0.004076291,0.0001335289,0.00002359971,0.00003689019,0.000802633,0.00001142797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913206,0.00156572,0.00008203315,0.0005623919,0.0000216172,0.00004742113,0.001871339,0.000009646902,0.004519263],"genre_scores_gemma":[0.9978194,0.0007446568,0.00009061339,0.0001164789,0.000004544339,0.00001771666,0.0005893506,0.00000346431,0.0006137509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01829388,"threshold_uncertainty_score":0.132732,"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."}}