{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006235515,0.0001392264,0.0001989024,0.00009354205,0.0003138957,0.00002464476,0.0003150109,0.0001737994,0.00006948209],"category_scores_gemma":[0.0004641023,0.0001016517,0.00006636821,0.0002598026,0.0006624024,0.0001207556,0.00007502736,0.0002638951,0.0006089732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004757699,"about_ca_system_score_gemma":0.0001295434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002977361,"about_ca_topic_score_gemma":0.008636569,"domain_scores_codex":[0.9987223,0.0001457959,0.0002493969,0.0003833877,0.00002730371,0.000471872],"domain_scores_gemma":[0.9986401,0.0004382689,0.00007255083,0.0006009137,0.0002356691,0.00001249201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009738198,0.0005984702,0.03378826,0.00009921877,0.0002062487,0.000001756677,0.0008820925,0.0001654727,0.5948788,0.02068043,0.3463955,0.001329915],"study_design_scores_gemma":[0.002831003,0.0004103895,0.05265096,0.0001410325,0.00003114291,0.00005021739,0.00008464113,0.0006070546,0.4722968,0.002397654,0.4678118,0.0006873289],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612208,0.001482797,0.006984359,0.005659597,0.002006866,0.001370917,0.0001247457,0.00006852093,0.02108137],"genre_scores_gemma":[0.9643671,0.0001633643,0.0005533252,0.0001443345,0.0001326142,0.000002196148,0.0000317398,0.00002236779,0.03458297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.122582,"threshold_uncertainty_score":0.7827321,"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."}}