{"id":"W4415325659","doi":"10.1101/2025.10.15.25337966","title":"Are clinicians open to less asymptomatic STI screening for chlamydia and gonorrhoea in gay, bisexual and other men who have sex with men and the possibility of not treating positive diagnoses? A qualitative study from Australia","year":2025,"lang":"","type":"preprint","venue":"medRxiv","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; University of Toronto","keywords":"Asymptomatic; Chlamydia; Thematic analysis; Public health; Partner notification; Reproductive health; Empowerment; Transmission (telecommunications); Health education","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02664578,0.0005895874,0.0008978547,0.001454836,0.01112089,0.005708121,0.002177755,0.002569225,0.002184803],"category_scores_gemma":[0.04538695,0.001137316,0.0004256228,0.001414664,0.0132364,0.005256674,0.006099527,0.004507055,0.0003182379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009593305,"about_ca_system_score_gemma":0.01288253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0226944,"about_ca_topic_score_gemma":0.03111125,"domain_scores_codex":[0.9729137,0.02146664,0.0008693153,0.0009345801,0.001748382,0.002067403],"domain_scores_gemma":[0.9457041,0.03916872,0.004827678,0.001054226,0.003968421,0.005276794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001036305,0.0000154733,0.001203169,0.0001013174,0.000001687055,0.0003359692,0.9968715,0.000007937119,0.0001850221,0.0002738954,0.000170213,0.0008234917],"study_design_scores_gemma":[0.00000263346,0.00003168135,0.0008869013,0.0001662139,0.000002106348,0.0001381824,0.9960842,0.00002840193,0.000088233,0.0001005702,0.002463655,0.000007191989],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876429,0.0008846475,0.001076159,0.006223237,0.000100469,0.0002589274,0.00006917995,0.00001239446,0.003732139],"genre_scores_gemma":[0.9939761,0.0009149733,0.001019391,0.001990866,0.00003368767,0.0002843098,0.00003327501,0.00001954136,0.001727982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02664578,"threshold_uncertainty_score":0.140918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1640614103619825,"score_gpt":0.4649983196166371,"score_spread":0.3009369092546545,"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."}}