{"id":"W4415967588","doi":"10.3390/antibiotics14111119","title":"Surveillance of Antimicrobial Resistance in Neisseria gonorrhoeae in Alberta from 2016–2022","year":2025,"lang":"en","type":"article","venue":"Antibiotics","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Blood Services; Provincial Laboratory of Public Health; University of Calgary; Women and Children’s Health Research Institute; University of Alberta","funders":"","keywords":"Neisseria gonorrhoeae; Antibiotic resistance; Antimicrobial; Neisseriaceae; Gonococcal infection; Negative therapeutic reaction","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":[0.0003465124,0.0001255529,0.0003291013,0.0003286283,0.00004375273,0.000009175408,0.000249952,0.0002006046,0.0001352168],"category_scores_gemma":[0.0005113169,0.0001308694,0.00004897857,0.0007677668,0.0002217627,0.0000744736,0.0001020452,0.0003851505,0.0001239182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007157056,"about_ca_system_score_gemma":0.0001742708,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009919118,"about_ca_topic_score_gemma":0.03553968,"domain_scores_codex":[0.9986451,0.0002604321,0.0003962787,0.0003826518,0.00001390569,0.0003016134],"domain_scores_gemma":[0.9988837,0.0004421922,0.00008328007,0.0005010203,0.00008212021,0.00000765498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000200006,0.0002670005,0.4843054,0.00003775855,0.00004648067,0.000001521647,0.0001127697,0.00001951628,0.5109546,0.001232951,0.002498218,0.0003237255],"study_design_scores_gemma":[0.0009028234,0.00002246628,0.7495694,0.0001556128,0.000004604761,0.000001430259,0.00004197859,0.000003214404,0.2389083,0.0003802749,0.009890701,0.0001191938],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898604,0.001530158,0.00003915021,0.0006844861,0.0007070344,0.0002249184,0.00004653219,0.00001237833,0.006894919],"genre_scores_gemma":[0.9915622,0.0004475967,0.000118,0.00003676438,0.00001250906,5.570229e-7,0.00007074959,0.000009997814,0.007741567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2720463,"threshold_uncertainty_score":0.9966739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00783690166919621,"score_gpt":0.2714688135575329,"score_spread":0.2636319118883367,"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."}}