{"id":"W4415734618","doi":"10.1071/shv22n4abs","title":"STI & HIV 2025 World Congress Conference Abstracts","year":2025,"lang":"en","type":"article","venue":"Sexual Health","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Public health; Gonorrhea; Genital warts; Human immunodeficiency virus (HIV); Reproductive health; Genitourinary medicine; Government (linguistics); Thrush; Human papilloma virus; Health policy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004436507,0.0001144103,0.000291037,0.0002926959,0.0001511244,0.00003705879,0.0001282625,0.00004741573,0.001836391],"category_scores_gemma":[0.0002613072,0.0001005802,0.00005208852,0.0003889689,0.0001093754,0.00006681379,0.00005957426,0.0004413291,0.0009203589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471258,"about_ca_system_score_gemma":0.001221521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332937,"about_ca_topic_score_gemma":0.006935134,"domain_scores_codex":[0.9984918,0.00009591581,0.0003980142,0.0002624505,0.0002685321,0.0004832767],"domain_scores_gemma":[0.9988746,0.0001102343,0.00006823987,0.0003498252,0.0001896111,0.0004074675],"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":[0.000124382,0.0003306619,0.005641659,0.0007810181,0.00005692854,0.00001449189,0.0001495253,0.000002215696,0.0002555984,0.005418375,0.9203631,0.06686205],"study_design_scores_gemma":[0.001946209,0.001610272,0.07430872,0.001384441,0.00002354248,0.0000113423,0.0006700089,0.0003456488,0.0002889569,0.0007138642,0.9185377,0.0001592963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2969164,0.003062456,0.004920195,0.09820443,0.001042493,0.002172289,0.0003878144,0.0003586102,0.5929353],"genre_scores_gemma":[0.4349651,0.00006042985,0.0003701542,0.001239188,0.00007748593,0.00001793463,0.000132458,0.000007049659,0.5631301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1380488,"threshold_uncertainty_score":0.9998575,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09897076455992751,"score_gpt":0.4466647775352302,"score_spread":0.3476940129753027,"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."}}