{"id":"W2883175974","doi":"10.3390/antibiotics7030063","title":"Surveillance for Antimicrobial Resistance in Gonorrhea: The Alberta Model, 2012–2016","year":2018,"lang":"en","type":"article","venue":"Antibiotics","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary; Alberta Health Services","funders":"","keywords":"Gonorrhea; Cefixime; Medicine; Neisseria gonorrhoeae; Antibiotic resistance; Multilocus sequence typing; Azithromycin; Ceftriaxone; Antibiotics; Microbiology; Internal medicine; Family medicine; Biology; Genotype","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003053433,0.0006358672,0.0003330431,0.002594733,0.001066787,0.00202716,0.002022854,0.0002952064,0.001632787],"category_scores_gemma":[0.004903418,0.0005113003,0.0007430947,0.004654069,0.0006807311,0.000633875,0.001680625,0.0005706724,0.0002537808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02775514,"about_ca_system_score_gemma":0.03643986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.981473,"about_ca_topic_score_gemma":0.9847073,"domain_scores_codex":[0.9976473,0.0004145829,0.00008936184,0.0003061182,0.001117082,0.0004255201],"domain_scores_gemma":[0.9971672,0.0002025233,0.0005673894,0.0001683863,0.001411544,0.0004828986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003891012,0.000118536,0.9307269,0.0002451039,0.0002465941,0.0003150015,0.0008973403,0.007833814,0.0004171254,0.001560073,0.02092642,0.036324],"study_design_scores_gemma":[0.00006536736,0.0001353315,0.969593,0.000243199,0.0001474396,0.0002980439,0.001230082,0.0111626,0.000214364,0.0004917921,0.01637112,0.00004751456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8687557,0.006721554,0.008346144,0.005513053,0.0002928964,0.001078492,0.06602199,0.0006181518,0.04265201],"genre_scores_gemma":[0.9626464,0.002641018,0.006446109,0.0006294633,0.00008198939,0.0002159743,0.02125944,0.00006257245,0.006017033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02775514,"threshold_uncertainty_score":0.2013786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02147893497442529,"score_gpt":0.2955640219694337,"score_spread":0.2740850869950084,"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."}}