{"id":"W2771398868","doi":"10.2196/publichealth.8312","title":"A Human-Centered Platform for HIV Infection Reduction in New York: Development and Usage Analysis of the Ending the Epidemic (ETE) Dashboard","year":2017,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"New York State Department of Health","keywords":"Dashboard; Psychological intervention; Human immunodeficiency virus (HIV); Medicine; Population; Medical emergency; Environmental health; Risk analysis (engineering); Computer science; Data science; Family medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006665552,0.001061075,0.0004480907,0.001888379,0.0006769223,0.002488653,0.001139284,0.0005312063,0.004758844],"category_scores_gemma":[0.01745321,0.0004089669,0.000649653,0.001359797,0.0005065157,0.002854993,0.002683745,0.001259237,0.001096576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000929493,"about_ca_system_score_gemma":0.002170954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006888806,"about_ca_topic_score_gemma":0.01123558,"domain_scores_codex":[0.9970574,0.001248568,0.0002559555,0.0004121423,0.0008493621,0.0001765649],"domain_scores_gemma":[0.9881566,0.006467773,0.0007822323,0.001198814,0.002481607,0.0009129123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001761662,0.002722375,0.09408605,0.00234038,0.0003267881,0.0005510241,0.01456648,0.008622345,0.01701905,0.003413029,0.06275523,0.7918356],"study_design_scores_gemma":[0.001017144,0.01140074,0.4170921,0.004603185,0.000960324,0.000917238,0.02242186,0.1410367,0.03146836,0.009924901,0.3581314,0.001026093],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7792918,0.001185848,0.1355968,0.004511491,0.000415602,0.007172222,0.01269726,0.02902453,0.03010444],"genre_scores_gemma":[0.6017362,0.001540054,0.3618594,0.0008905219,0.0001335543,0.006717559,0.0135623,0.001422934,0.01213735],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006888806,"threshold_uncertainty_score":0.03525126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145364319451248,"score_gpt":0.4121061441648848,"score_spread":0.2667418247136368,"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."}}