{"id":"W2994019557","doi":"10.1097/qad.0000000000002455","title":"The impact of localized implementation: determining the cost-effectiveness of HIV prevention and care interventions across six United States cities","year":2019,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; St. Paul's Hospital; AIDS Vancouver","funders":"National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Psychological intervention; Medicine; Cost effectiveness; Public health; Pre-exposure prophylaxis; Cost–benefit analysis; Quality-adjusted life year; Environmental health; Cost-effectiveness analysis; Gerontology; Family medicine; Human immunodeficiency virus (HIV); Men who have sex with men; Nursing; Risk analysis (engineering)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006680017,0.00008736791,0.000201124,0.00008608525,0.0001433178,0.00003340503,0.0001019239,0.00002832353,0.0002118196],"category_scores_gemma":[0.0001423661,0.00004803066,0.0003167425,0.0002578078,0.0002158381,0.0001040158,0.00008478604,0.000107735,0.000004508971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006258667,"about_ca_system_score_gemma":0.00006136646,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005143145,"about_ca_topic_score_gemma":0.0001121945,"domain_scores_codex":[0.9988543,0.0003510502,0.000319502,0.0001067326,0.0001799893,0.0001884434],"domain_scores_gemma":[0.9987164,0.0004821281,0.0001288157,0.0002240694,0.0003996534,0.0000489462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006337365,0.0001727744,0.90497,0.001352408,0.0007100811,0.00000104092,0.004922335,0.00006624847,0.002205822,0.0005135784,0.001129993,0.083322],"study_design_scores_gemma":[0.007645776,0.01480734,0.8829227,0.002331574,0.0002032273,0.00001116049,0.07519476,0.00193866,0.01297643,0.0004403601,0.001387315,0.0001407106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969535,0.0004726086,0.0009345926,0.00004511464,0.00002220625,0.001057389,0.0002261115,0.000009427657,0.0002789732],"genre_scores_gemma":[0.9981748,0.000115262,0.00003404885,0.000003243821,0.00001053222,0.00008805657,0.0004193997,0.00001022315,0.001144419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08318128,"threshold_uncertainty_score":0.2319276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04593968824237358,"score_gpt":0.4547493248490385,"score_spread":0.4088096366066649,"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."}}