{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005768602,0.0003187775,0.0005635846,0.0001490593,0.000305946,0.0000316778,0.0004995788,0.00007952286,0.0007457163],"category_scores_gemma":[0.0005688249,0.0003078221,0.00006597475,0.0003082042,0.0002018392,0.0002157662,0.0003794047,0.0006816556,0.00004347198],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942681,"about_ca_system_score_gemma":0.01859323,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988791,"about_ca_topic_score_gemma":0.9995044,"domain_scores_codex":[0.9972538,0.0004790319,0.0006913888,0.000690213,0.0001071848,0.0007783911],"domain_scores_gemma":[0.9964464,0.0004099247,0.0002403865,0.002322213,0.0003429077,0.0002381146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002548136,0.0005398135,0.6937764,0.0003364413,0.0007109116,0.002750905,0.0001512767,0.0004799926,0.1761351,0.0005983065,0.1189106,0.003062082],"study_design_scores_gemma":[0.0008520191,0.00002158217,0.6854686,0.00009412259,0.00003240888,0.000174789,0.0007333201,0.0000273852,0.0009543201,0.0000317358,0.3112434,0.0003662484],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977506,0.01593365,9.242241e-7,0.001206321,0.0005674473,0.0007396378,0.0001478857,0.00002923411,0.00386893],"genre_scores_gemma":[0.9825693,0.0003294745,0.00001951356,0.0001801268,0.00001326894,0.00008116995,0.0002626807,0.00004098639,0.01650345],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1923329,"threshold_uncertainty_score":0.9999374,"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."}}