{"id":"W4401412375","doi":"10.1016/j.lanmic.2024.100965","title":"Azithromycin resistant Treponema pallidum in North America","year":2024,"lang":"en","type":"article","venue":"The Lancet Microbe","topic":"Syphilis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Azithromycin; Treponema; Microbiology; Virology; Medicine; Biology; Syphilis; Antibiotics; Human immunodeficiency virus (HIV)","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":[],"consensus_categories":[],"category_scores_codex":[0.0004710655,0.000108909,0.000189265,0.0008011948,0.0009435149,0.0005335034,0.0002400395,0.0007384915,0.001642583],"category_scores_gemma":[0.0007659598,0.0001618816,0.0001446865,0.001145388,0.0004039988,0.0003438214,0.0003209494,0.0008488128,0.000196628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001740486,"about_ca_system_score_gemma":0.003074585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.318097,"about_ca_topic_score_gemma":0.4709963,"domain_scores_codex":[0.999675,0.00006629235,0.00002665264,0.00004828352,0.00008318906,0.0001005574],"domain_scores_gemma":[0.9992585,0.0001072614,0.0001632324,0.00002070814,0.0002342563,0.0002160733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004531954,0.0001798036,0.746453,0.0004722165,0.00008615742,0.007360326,0.004361887,0.0001829245,0.004768008,0.001866016,0.1020941,0.1317224],"study_design_scores_gemma":[0.00003873606,0.00008048488,0.9393858,0.0003747116,0.00004799065,0.003105604,0.00304919,0.0001955377,0.0002401252,0.0004363954,0.05302775,0.00001763233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8084214,0.064179,0.0003148534,0.07966693,0.001621614,0.00005224181,0.002121735,0.00007142353,0.04355078],"genre_scores_gemma":[0.954151,0.02169925,0.0005254037,0.01474694,0.001529162,0.00003159259,0.0009372808,0.00001551651,0.006363867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.318097,"threshold_uncertainty_score":0.6324909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296120665608334,"score_gpt":0.2947661280146537,"score_spread":0.2618049213585704,"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."}}