{"id":"W2911756006","doi":"10.14745/ccdr.v45i23a01","title":"Multidrug-resistant and extensively drug-resistant Neisseria gonorrhoeae in Canada, 2012–2016","year":2019,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health PEI; Queen Elizabeth II Health Sciences Centre; Saskatchewan Disease Control Laboratory; Government of Northwest Territories; Provincial Laboratory of Public Health; Government of New Brunswick; BC Centre for Disease Control; Public Health Ontario; Toronto Public Health; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Neisseria gonorrhoeae; Azithromycin; Cephalosporin; Antimicrobial; Medicine; Agar dilution; Antibiotic resistance; Gonorrhea; Multiple drug resistance; Drug resistance; Microbiology; Antibiotics; Internal medicine; Virology; Biology; Minimum inhibitory concentration; Human immunodeficiency virus (HIV)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0004658885,0.0003204598,0.0002868306,0.001433396,0.001719277,0.000951009,0.0008879885,0.0003458373,0.00232462],"category_scores_gemma":[0.001781235,0.0002878153,0.0004387851,0.003170688,0.0006005487,0.0003454188,0.0007803013,0.0009798594,0.0001503068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03442628,"about_ca_system_score_gemma":0.06635652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970199,"about_ca_topic_score_gemma":0.9979711,"domain_scores_codex":[0.9990582,0.00004012242,0.00005582284,0.00009602936,0.0004203548,0.0003293465],"domain_scores_gemma":[0.9980816,0.0000446631,0.0003786204,0.00002718141,0.000865303,0.0006026501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001736737,0.00005288876,0.9342918,0.000572998,0.0001099113,0.000489173,0.00122583,0.0003458549,0.0006297228,0.0006305606,0.02323759,0.03824009],"study_design_scores_gemma":[0.00001023765,0.00001977873,0.9891856,0.0002085549,0.00003172245,0.0002884125,0.0009892207,0.0002362185,0.0001345283,0.0000359552,0.008846797,0.00001292412],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8785033,0.02578679,0.0006727785,0.008668171,0.0002617473,0.0003018529,0.06703388,0.000140227,0.01863136],"genre_scores_gemma":[0.9757244,0.009740223,0.000739497,0.001202732,0.00007713985,0.00003618014,0.008018163,0.00002007345,0.004441654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03442628,"threshold_uncertainty_score":0.2497813,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008016086326041257,"score_gpt":0.2255363385432007,"score_spread":0.2175202522171595,"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."}}