{"id":"W2770803988","doi":"10.3201/eid2402.171756","title":"Ceftriaxone-Resistant <i>Neisseria gonorrhoeae</i>, Canada, 2017","year":2017,"lang":"en","type":"article","venue":"Emerging infectious diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de Santé Publique du Québec","funders":"","keywords":"Neisseria gonorrhoeae; Ceftriaxone; Microbiology; Biology; Cephalosporin; Antibiotic resistance; Neisseriaceae; Antimicrobial; Men who have sex with men; Gonococcal infection; Virology; Antibiotics; Sexually transmitted disease; Syphilis; Human immunodeficiency virus (HIV)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002309605,0.0002895457,0.0003481363,0.0001716318,0.00287635,0.0001918942,0.000590677,0.0001210845,0.001496044],"category_scores_gemma":[0.001570266,0.0002793987,0.0001570048,0.000123393,0.0003889288,0.0003780676,0.0002300435,0.0003992322,0.0006120641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003012951,"about_ca_system_score_gemma":0.0008295732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4325411,"about_ca_topic_score_gemma":0.2740087,"domain_scores_codex":[0.998131,0.0001988133,0.0003172393,0.000618391,0.00005858692,0.0006759314],"domain_scores_gemma":[0.9976068,0.0001426473,0.0002755482,0.00162364,0.0002482825,0.0001030593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004198461,0.0008361659,0.6370351,0.0001093514,0.001081739,0.0000545932,0.000115351,0.0001972444,0.1105739,0.001894171,0.2352649,0.01241769],"study_design_scores_gemma":[0.001173832,0.0001261495,0.6294826,0.00002896422,0.00009992049,0.00008826821,0.00006345734,0.000004183595,0.005503969,0.0002634385,0.3627554,0.0004097764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9606633,0.003483694,0.00004779515,0.0009716241,0.003961426,0.0004688778,0.0001986112,0.0002963499,0.02990832],"genre_scores_gemma":[0.9929458,0.0001515006,0.000004661073,0.00007292634,0.0002287012,0.0001049802,0.00009110106,0.00003796085,0.006362319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1585324,"threshold_uncertainty_score":0.9999658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01504170929890696,"score_gpt":0.2858954965101496,"score_spread":0.2708537872112426,"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."}}