{"id":"W2049024180","doi":"10.1371/journal.pone.0115277","title":"High Levels of Heterogeneity in the HIV Cascade of Care across Different Population Subgroups in British Columbia, Canada","year":2014,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University; AIDS Vancouver","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; Ministry of Health, British Columbia; Faculty of Medicine, University of British Columbia","keywords":"Human immunodeficiency virus (HIV); Demography; Population; Cascade; Medicine; Gerontology; Geography; Biology; Environmental health; Virology; Chemistry","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":[0.0001789567,0.00004782674,0.0002949695,0.000030023,0.00003075927,0.00001599974,0.0001087975,0.00004344364,0.00009179589],"category_scores_gemma":[0.0002649088,0.00005365862,0.00005159651,0.0001379804,0.00003867709,0.00003339406,0.00003321517,0.0001614506,8.080725e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001478501,"about_ca_system_score_gemma":0.00005135265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9503259,"about_ca_topic_score_gemma":0.9990263,"domain_scores_codex":[0.9987712,0.0001444165,0.0003185614,0.0001204138,0.0004441189,0.0002012891],"domain_scores_gemma":[0.9995127,0.00006444878,0.00006238135,0.0002050059,0.00009941104,0.00005604695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001702177,0.0006995786,0.9909571,0.0005410815,0.00003917087,0.00001046188,0.0004213865,0.00000182784,0.004570653,0.000005697589,0.0003461343,0.002389925],"study_design_scores_gemma":[0.0008718721,0.0004091137,0.9901704,0.0007650894,0.00001864275,0.000002575074,0.0004678999,0.0002150582,0.007007061,0.0000187015,0.000009698691,0.00004390654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987758,0.0001298804,0.000008247461,0.0001751828,0.000007717342,0.0003397336,0.0004831324,0.000003464497,0.00007688401],"genre_scores_gemma":[0.999283,0.00001342855,0.00003879647,0.00002977777,0.0000272518,0.00002717905,0.0001374192,0.000007670926,0.0004355498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04870038,"threshold_uncertainty_score":0.2188135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531867091842948,"score_gpt":0.2833425048773655,"score_spread":0.248023833958936,"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."}}