{"id":"W1984763227","doi":"10.1136/sextrans-2012-050573","title":"Self-collected swabs of the urinary meatus diagnose more<i>Chlamydia trachomatis</i>and<i>Neisseria gonorrhoeae</i>infections than first catch urine from men","year":2012,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Chlamydia trachomatis; Medicine; Neisseria gonorrhoeae; Urine; Chlamydia; Cotton swab; Gynecology; Urine sample; Urinary system; Internal medicine; Microbiology; Pathology; Biology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006387417,0.0003485989,0.0003213238,0.0005328562,0.0002944674,0.0004016642,0.0001641089,0.0004749577,0.002479992],"category_scores_gemma":[0.002145306,0.0002995021,0.000286725,0.000216249,0.0002450464,0.0003580164,0.0003531461,0.0002348325,0.0003432843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001313081,"about_ca_system_score_gemma":0.000137871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001573627,"about_ca_topic_score_gemma":0.002911618,"domain_scores_codex":[0.9996177,0.00009311028,0.0000422954,0.00008139825,0.00009544021,0.00006999624],"domain_scores_gemma":[0.9986686,0.0003775083,0.0005400171,0.00005865647,0.0001367358,0.0002184619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001621071,0.00007485093,0.9960486,0.00002344715,0.00003929877,0.00003295073,0.0001229142,0.00001303212,0.001423582,0.000002121855,0.00003163478,0.002025613],"study_design_scores_gemma":[0.00001069602,0.0008172299,0.9977837,0.00001148566,0.00003236673,0.0004791835,0.0002344893,0.00009217241,0.0004439428,0.00000315258,0.00008934142,0.00000239717],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997296,0.00008766965,0.00003655057,0.000005220782,0.000002665032,0.000006672974,0.00002737987,0.00000173021,0.0001025621],"genre_scores_gemma":[0.9996213,0.00004205719,0.0001296324,0.00002677681,0.000005453232,0.00000396534,0.00006803548,9.367895e-7,0.0001017272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002479992,"threshold_uncertainty_score":0.00829643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009635245872328954,"score_gpt":0.2498995804883516,"score_spread":0.2402643346160227,"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."}}