{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002358409,0.001511082,0.0009860059,0.002954201,0.002756787,0.005575974,0.001935659,0.001712699,0.5808631],"category_scores_gemma":[0.005271513,0.0005876245,0.00106101,0.003623534,0.0006541855,0.001290108,0.002215578,0.002350156,0.183974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01182604,"about_ca_system_score_gemma":0.02463078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4078528,"about_ca_topic_score_gemma":0.6106957,"domain_scores_codex":[0.9988758,0.0001280672,0.00004930948,0.0000867436,0.0005753674,0.0002847682],"domain_scores_gemma":[0.995734,0.000221066,0.0001386194,0.00008310595,0.002517511,0.001305638],"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":[0.00002101886,0.00001036272,0.0001121037,0.00009727593,0.000002246181,0.000007296488,0.000009421111,0.000008932915,0.0000116795,0.0001352508,0.9851821,0.01440218],"study_design_scores_gemma":[0.0000271699,0.0000124879,0.002606125,0.0003976549,0.000004858402,0.0000130707,0.00008727,0.00002414581,0.00004085171,0.0001437402,0.9966339,0.000008634277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001367815,0.05532729,0.001191192,0.03921692,0.05809973,0.002289328,0.07306169,0.001177968,0.7682681],"genre_scores_gemma":[0.006229883,0.02603411,0.0009654025,0.004869457,0.007000389,0.001060304,0.02312592,0.0003347359,0.9303797],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4191369,"threshold_uncertainty_score":0.8109577,"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."}}