{"id":"W3021672604","doi":"10.1136/sextrans-2019-sti.716","title":"P648 Factors associated with<i>neisseria gonorrhoeae</i>azithromycin resistance in the quebec sentinel network, 2015–2017","year":2019,"lang":"en","type":"article","venue":"Poster presentations","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Institut National de Santé Publique du Québec","funders":"","keywords":"Azithromycin; Gonorrhea; Men who have sex with men; Epidemiology; Neisseria gonorrhoeae; Medicine; Syphilis; Antibiotic resistance; Demography; Internal medicine; Veterinary medicine; Gynecology; Antibiotics; Biology; Microbiology; Virology; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005109306,0.0001971035,0.0002368891,0.0001585102,0.0002802172,0.00009578036,0.0003909765,0.0001406895,0.0005823239],"category_scores_gemma":[0.0002142356,0.0001369447,0.00007409265,0.0006677446,0.0002110314,0.0003831859,0.00007507756,0.0005506641,0.0007862445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000784443,"about_ca_system_score_gemma":0.0001231275,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002158662,"about_ca_topic_score_gemma":0.02455575,"domain_scores_codex":[0.9978529,0.000833621,0.0003013942,0.0004342116,0.00005921594,0.0005186103],"domain_scores_gemma":[0.9981344,0.0007934207,0.0001479866,0.0007166492,0.0001866275,0.00002093694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001284938,0.0003346304,0.9451379,0.00001519375,0.0002675014,0.000002577501,0.003174283,0.0002351837,0.01725667,0.0008176643,0.03259481,0.00003505364],"study_design_scores_gemma":[0.000984562,0.00004785368,0.9870222,0.000037229,0.00003337662,0.00001155986,0.00091875,0.00000405114,0.00100224,0.000199079,0.009558608,0.0001804745],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794984,0.000542784,0.00004693453,0.002142013,0.0004294702,0.000975417,0.00003299477,0.00006064545,0.01627132],"genre_scores_gemma":[0.9702907,0.000009338636,0.00001131479,0.00009548811,0.00004041578,0.0001147677,0.0003529096,0.00002311427,0.02906194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04188428,"threshold_uncertainty_score":0.9999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03272135242523033,"score_gpt":0.3067944967801074,"score_spread":0.2740731443548771,"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."}}