{"id":"W2968967066","doi":"10.1136/sextrans-2019-sti.45","title":"S09.1 The relationship between demographics, health needs and the HIV care cascade outcomes: from infection to viral suppression","year":2019,"lang":"en","type":"article","venue":"","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario HIV Treatment Network","funders":"","keywords":"Medicine; Mental health; Ethnic group; Poverty; Cohort; Transmission (telecommunications); Health care; Gerontology; Demographics; Demography; Environmental health; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003632968,0.0001500795,0.0001859587,0.000659393,0.001327484,0.001111047,0.000530304,0.0005186611,0.16017],"category_scores_gemma":[0.004185355,0.0001243976,0.0002983641,0.001320209,0.0002456312,0.0005408798,0.0007145467,0.0004890749,0.0102132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003764523,"about_ca_system_score_gemma":0.008871444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.627153,"about_ca_topic_score_gemma":0.772863,"domain_scores_codex":[0.9996102,0.00005211457,0.00002611812,0.00003327056,0.0001599336,0.0001184009],"domain_scores_gemma":[0.9979351,0.0002062383,0.0003819235,0.00003983812,0.0007981465,0.0006389295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002843265,0.0001140803,0.6665071,0.0002972567,0.00004179534,0.0002892519,0.0007498958,0.0001161078,0.0002006615,0.001399874,0.2621889,0.06781077],"study_design_scores_gemma":[0.00004421583,0.00004819728,0.9380224,0.0002914632,0.00002652134,0.000258892,0.001222358,0.0002176842,0.00005368859,0.0004446006,0.05935897,0.00001100072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4655349,0.002797724,0.0007781091,0.03901554,0.001276964,0.0003857586,0.2165458,0.0004658537,0.2731994],"genre_scores_gemma":[0.8590737,0.001917014,0.001292855,0.003066915,0.0005142991,0.0002764882,0.04790422,0.0001485099,0.08580597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.627153,"threshold_uncertainty_score":0.7500855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278801435849906,"score_gpt":0.4616252437653352,"score_spread":0.3337451001803446,"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."}}