{"id":"W4311472374","doi":"10.14745/ccdr.v48i1112a10","title":"Antimicrobial susceptibilities of Neisseria gonorrhoeae in Canada, 2020","year":2022,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Saskatchewan Disease Control Laboratory; Public Health Ontario; BC Centre for Disease Control; Government of Northwest Territories; Dr. Georges-L.-Dumont University Hospital Centre; Provincial Laboratory of Public Health; Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Neisseria gonorrhoeae; Cefixime; Azithromycin; Microbiology; Agar dilution; Antimicrobial; Cephalosporin; Antibiotic resistance; Ceftriaxone; Gonorrhea; Medicine; Multilocus sequence typing; Minimum inhibitory concentration; Biology; Veterinary medicine; Virology; Antibiotics; Genotype; 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":[0.0003324749,0.0002845524,0.0001484988,0.0008118025,0.0007452648,0.000441755,0.000412674,0.000221926,0.001409165],"category_scores_gemma":[0.001037847,0.0001668596,0.00017959,0.001233882,0.0002212883,0.0001029444,0.0002804919,0.000286914,0.0001945078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008542699,"about_ca_system_score_gemma":0.01055068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9665877,"about_ca_topic_score_gemma":0.9848371,"domain_scores_codex":[0.9995221,0.00002229754,0.00002364729,0.00005014637,0.0002560545,0.0001258161],"domain_scores_gemma":[0.9991587,0.00003531401,0.00008245185,0.00001193913,0.0005090052,0.0002026454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004450835,0.00009591806,0.9641737,0.0001584707,0.00005741245,0.0003416607,0.001057468,0.0004740784,0.007966187,0.0001759415,0.004783723,0.02027041],"study_design_scores_gemma":[0.000009122616,0.0001003565,0.9936568,0.00003256426,0.00002303737,0.0001915356,0.0007334427,0.0002953734,0.0009412176,0.00001372966,0.003995687,0.000007098022],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798802,0.001926602,0.0001787445,0.0002604947,0.00002570451,0.00006360634,0.01135387,0.00002500209,0.006285788],"genre_scores_gemma":[0.9904405,0.0009080656,0.000595576,0.0001938341,0.000008652439,0.00001525573,0.005000221,0.000007035886,0.002831015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03341228,"threshold_uncertainty_score":0.06721807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009565158600221864,"score_gpt":0.226872578937434,"score_spread":0.2173074203372121,"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."}}