{"id":"W4387945532","doi":"10.1016/j.lana.2023.100623","title":"Estimating the epidemiological impact of reaching the objectives of the Florida integrated HIV prevention and care plan in Miami-Dade County","year":2023,"lang":"en","type":"article","venue":"The Lancet Regional Health - Americas","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Centre for Advancing Health Outcomes; St. Paul's Hospital","funders":"National Institute on Drug Abuse; National Institutes of Health","keywords":"Ethnic group; Miami; Epidemiology; Medicine; Demography; Equity (law); Environmental health; Incidence (geometry); Scale (ratio); Gerontology; Geography; Political science; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.006041878,0.000799986,0.0004944456,0.001024641,0.0003451864,0.00123032,0.001036941,0.0009789556,0.001835415],"category_scores_gemma":[0.0178224,0.0004948612,0.00123344,0.0008301535,0.0003551278,0.001011233,0.001149607,0.0010787,0.0001317631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004298155,"about_ca_system_score_gemma":0.003158933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1868799,"about_ca_topic_score_gemma":0.1030028,"domain_scores_codex":[0.9977944,0.001343252,0.00006051893,0.0003041779,0.0001326973,0.0003648913],"domain_scores_gemma":[0.9899113,0.006955333,0.001216012,0.000365776,0.001068837,0.0004827732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005001589,0.0005098243,0.3932779,0.0001295173,0.0008110047,0.0001541536,0.000143313,0.5843713,0.000352667,0.003399109,0.00225605,0.01409501],"study_design_scores_gemma":[0.0001778457,0.0006997777,0.1715134,0.00008320109,0.0004028429,0.00006322691,0.0008035642,0.8219212,0.0004427156,0.002201485,0.001644145,0.00004666001],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915448,0.0001966688,0.003667371,0.0007421339,0.00001866294,0.0001528388,0.00216316,0.00002844339,0.00148596],"genre_scores_gemma":[0.9924211,0.0001145707,0.00514033,0.0001071539,0.00001158031,0.0001059698,0.001660466,0.000004337325,0.000434444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1868799,"threshold_uncertainty_score":0.3715842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1406435079525598,"score_gpt":0.4592978192445835,"score_spread":0.3186543112920237,"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."}}