{"id":"W4415233141","doi":"10.1136/sextrans-2025-056697","title":"Should we still treat asymptomatic <i>Neisseria gonorrhoeae</i> and <i>Chlamydia trachomatis</i> contacts in the era of NAATs? Reviewing data from the GetaKit study to inform practice","year":2025,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa","funders":"Public Health Ontario; Ontario HIV Treatment Network; Public Health Agency of Canada","keywords":"Asymptomatic; MEDLINE; Alternative medicine; Clinical Practice","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002527135,0.0003386106,0.0005609519,0.0002781147,0.0005768933,0.0001379255,0.0009188993,0.0001762921,0.0001536889],"category_scores_gemma":[0.00240829,0.0002198623,0.00007349807,0.002125308,0.0002482644,0.0008953162,0.0001827808,0.001447697,0.00009636048],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007450949,"about_ca_system_score_gemma":0.0002693203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004718381,"about_ca_topic_score_gemma":0.005344783,"domain_scores_codex":[0.9961787,0.001711085,0.0009027315,0.000679637,0.00009727451,0.0004305448],"domain_scores_gemma":[0.991903,0.005729432,0.000190378,0.001877823,0.0002635917,0.0000357398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001363348,0.02133461,0.4090364,0.0008340119,0.006807729,0.00002155642,0.1317883,0.0005044541,0.09677942,0.003847454,0.0187911,0.3088917],"study_design_scores_gemma":[0.003717432,0.001073444,0.8271506,0.0005235382,0.001226491,0.000177447,0.02259986,0.00004510046,0.001302482,0.0004054835,0.1412926,0.0004855125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755499,0.006542101,0.0009646711,0.008249072,0.0004844786,0.003673086,0.0002287755,0.00009922693,0.004208729],"genre_scores_gemma":[0.9968168,0.00113392,0.0001160425,0.001141336,0.00003134935,0.0003439291,0.000159594,0.00002367714,0.000233375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4181142,"threshold_uncertainty_score":0.8965726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05103840510944629,"score_gpt":0.3575812010175253,"score_spread":0.306542795908079,"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."}}