{"id":"W4387008868","doi":"10.14745/ccdr.v49i09a05","title":"Antimicrobial susceptibilities of Neisseria gonorrhoeae in Canada, 2021","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":8,"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; Gonorrhea; Azithromycin; Microbiology; Antibiotic resistance; Antimicrobial; Ceftriaxone; Multilocus sequence typing; Medicine; Etest; Biology; 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":[0.0003191111,0.0002886422,0.0002341811,0.0008852648,0.001156787,0.0005361729,0.0004933435,0.0002952934,0.001528388],"category_scores_gemma":[0.001254054,0.0002381134,0.0001917868,0.001310078,0.000302937,0.0001179282,0.0003173532,0.0004101911,0.0001859158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0129418,"about_ca_system_score_gemma":0.01335639,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9819395,"about_ca_topic_score_gemma":0.9910299,"domain_scores_codex":[0.9993761,0.00002671087,0.00002664683,0.00007498483,0.0003230218,0.0001725433],"domain_scores_gemma":[0.9990335,0.00004830429,0.0001185723,0.00001275082,0.0005264698,0.0002603495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004721889,0.00009670276,0.9681517,0.0001786487,0.00007369777,0.0003870457,0.001526819,0.0004846179,0.004639166,0.0001382491,0.003844071,0.02000711],"study_design_scores_gemma":[0.0000103384,0.00007784763,0.995249,0.00003723551,0.0000177201,0.0002038771,0.0007860361,0.0001926494,0.0005287156,0.00001081695,0.002877295,0.000008499773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881748,0.001935841,0.00008445714,0.0003178509,0.0000172312,0.00006113975,0.005931924,0.00001431516,0.003462498],"genre_scores_gemma":[0.9936646,0.001168638,0.000274962,0.0002374486,0.000006717512,0.00001426415,0.002577367,0.000006667251,0.002049217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01806051,"threshold_uncertainty_score":0.09389985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01547673202768248,"score_gpt":0.2517258252374341,"score_spread":0.2362490932097517,"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."}}