{"id":"W3217098898","doi":"10.2196/33522","title":"America’s HIV Epidemic Analysis Dashboard: Protocol for a Data Resource to Support Ending the HIV Epidemic in the United States","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dashboard; Public health; Medicine; Resource (disambiguation); Data quality; Environmental health; Geography; Data science; Computer science; Engineering; Operations management; 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":[0.09277471,0.001705932,0.001426166,0.004024678,0.004195443,0.005830373,0.002755931,0.003446142,0.1516043],"category_scores_gemma":[0.1495318,0.001983668,0.002066015,0.003975255,0.001563955,0.005553265,0.006915038,0.006503891,0.04111631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005684371,"about_ca_system_score_gemma":0.02046813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00589799,"about_ca_topic_score_gemma":0.009923887,"domain_scores_codex":[0.9592971,0.02637022,0.007429791,0.001659396,0.003573214,0.001670256],"domain_scores_gemma":[0.8751809,0.05815903,0.007145517,0.01440845,0.03780065,0.007305487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001495319,0.0008280574,0.001718179,0.002537606,0.00006497724,0.0001513708,0.002228559,0.0007712343,0.0004935965,0.004349057,0.905934,0.07942798],"study_design_scores_gemma":[0.003767051,0.0005263296,0.006794858,0.00546862,0.00006561159,0.00008950252,0.00243681,0.001716175,0.001462832,0.008054136,0.9693595,0.0002585974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.006364391,0.0007086577,0.07646743,0.02233092,0.00350242,0.6102051,0.1916029,0.02329013,0.06552818],"genre_scores_gemma":[0.007476754,0.0005644547,0.09368615,0.005194325,0.0002929905,0.8454065,0.03376961,0.001656563,0.0119527],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1516043,"threshold_uncertainty_score":0.5071669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1466736676057203,"score_gpt":0.4673966223831841,"score_spread":0.3207229547774638,"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."}}