{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009001144,0.0006085992,0.0004831195,0.002029224,0.002107515,0.001151689,0.001859576,0.0005936358,0.004003397],"category_scores_gemma":[0.002074192,0.0003394396,0.0005522254,0.004143042,0.0005535075,0.0004275815,0.0009511966,0.0007009706,0.0005327605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03427941,"about_ca_system_score_gemma":0.0323647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961486,"about_ca_topic_score_gemma":0.9966084,"domain_scores_codex":[0.9988382,0.00008183998,0.00008712285,0.000177732,0.0004279558,0.0003870641],"domain_scores_gemma":[0.9953893,0.0001892841,0.000887663,0.000092845,0.002601298,0.0008395461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001830205,0.00004462161,0.9684035,0.000183428,0.00007494875,0.000287068,0.0006187666,0.0003928214,0.0005145753,0.0001511881,0.0138688,0.0152773],"study_design_scores_gemma":[0.00001063257,0.00004602133,0.9936573,0.0001262049,0.00001886223,0.0001202597,0.000586786,0.0007500671,0.0001440056,0.0000124578,0.004514325,0.00001290787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9002517,0.005080968,0.0009000365,0.001650908,0.00009702751,0.0005300575,0.07721844,0.0001696745,0.0141012],"genre_scores_gemma":[0.9818745,0.001386,0.0006114204,0.0006220118,0.00003390116,0.0001087485,0.01142542,0.0000258982,0.003912169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03427941,"threshold_uncertainty_score":0.2487156,"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."}}