{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001185365,0.0001310619,0.0003357344,0.00006258579,0.00003693733,0.00003800572,0.0001001845,0.00003204385,0.0002254351],"category_scores_gemma":[0.00002984681,0.00007377138,0.00008651248,0.0003650076,0.00006267444,0.00002630535,0.0000451588,0.0001738337,0.0003430301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009562054,"about_ca_system_score_gemma":0.00005531309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002131868,"about_ca_topic_score_gemma":0.001310282,"domain_scores_codex":[0.9991356,0.00004153419,0.0001926913,0.0002437726,0.0001160075,0.0002704486],"domain_scores_gemma":[0.9993565,0.0001358511,0.00002589934,0.0004209988,0.00001476528,0.0000459613],"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":[0.001265893,0.001953702,0.3543693,0.0009612657,0.001227,0.007948919,0.01574465,0.00006136548,0.05747962,0.001992136,0.4145851,0.142411],"study_design_scores_gemma":[0.001262045,0.0002243568,0.4228131,0.0004309649,0.0001340939,0.00008214635,0.0001976454,0.00005793557,0.002537306,0.000156063,0.5719621,0.0001423195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607293,0.01125791,0.000005675335,0.0227596,0.000156613,0.0003293476,0.00005639616,0.0001106823,0.004594463],"genre_scores_gemma":[0.9940897,0.002161798,0.0002713991,0.002105033,0.0003733698,0.00006188946,0.00004863996,0.00002408897,0.0008641278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1573769,"threshold_uncertainty_score":0.4409072,"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."}}