{"id":"W3022682658","doi":"10.1136/sextrans-2019-sti.706","title":"P638 Surveillance of gonococcal infection treatment failures 2015–2018 in québec, canada","year":2019,"lang":"en","type":"article","venue":"Poster presentations","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec; Université de Montréal; Ministère de la Santé et des Services Sociaux (Québec)","funders":"","keywords":"Cefixime; Medicine; Azithromycin; Ceftriaxone; Neisseria gonorrhoeae; Ciprofloxacin; Gonorrhea; Internal medicine; Epidemiology; Antibiotics; Family medicine; Human immunodeficiency virus (HIV); Microbiology; Biology","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":[0.0001154549,0.0001047166,0.0001814219,0.0001701115,0.00005867661,0.000008969086,0.00008119184,0.00007384685,0.0009428738],"category_scores_gemma":[0.00009088845,0.000093232,0.00004619352,0.0002158108,0.00008369666,0.0001326743,0.00003726227,0.0001495465,0.0002967407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002786856,"about_ca_system_score_gemma":0.0005923025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9629313,"about_ca_topic_score_gemma":0.9759618,"domain_scores_codex":[0.9989921,0.0002668737,0.0002462471,0.0002457958,0.00003265563,0.0002162618],"domain_scores_gemma":[0.999186,0.0002784167,0.00007176941,0.0003334652,0.0001141212,0.00001626121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005940258,0.0002001218,0.9423407,0.00001382942,0.0001007352,5.931227e-7,0.000317783,0.0002577051,0.05133152,0.00006204988,0.004395318,0.0009202248],"study_design_scores_gemma":[0.0008540549,0.00016188,0.9001698,0.000005866821,0.000006531742,0.00001777447,0.0001139893,0.000005256074,0.0303652,0.00001321047,0.0681996,0.00008684155],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925789,0.0003967296,0.00002078933,0.002067991,0.0005282534,0.0005804728,0.00005367221,0.00001866998,0.003754476],"genre_scores_gemma":[0.9937274,0.00003890815,0.000008210242,0.00001566728,0.00001772964,0.00008074492,0.00009722058,0.000009650038,0.006004426],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06380428,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01643566598350775,"score_gpt":0.2954812997403681,"score_spread":0.2790456337568603,"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."}}