{"id":"W3000585511","doi":"10.33321/cdi.2025.49.007","title":"Australian Gonococcal Surveillance Programme Annual Report, 2023","year":2025,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity; Fiona Stanley Hospital; NSW Ministry of Health; University of Melbourne; NSW Health Pathology; Australian Government; University of New South Wales; Department of Health and Aged Care, Australian Government; ACT Government","keywords":"Neisseria gonorrhoeae; Azithromycin; Penicillin; Ciprofloxacin; Medicine; Ceftriaxone; Antibiotic resistance; Minimum inhibitory concentration; Microbiology; Antimicrobial; Veterinary medicine; Antibiotics; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006762875,0.0002377025,0.0003638437,0.0002209658,0.0005067102,0.00006747391,0.001237367,0.0001898144,0.001346033],"category_scores_gemma":[0.002168303,0.0002289491,0.0001826198,0.0008632034,0.001095625,0.0002023831,0.0006807973,0.0007669553,0.001202781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001482237,"about_ca_system_score_gemma":0.0003185662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008235004,"about_ca_topic_score_gemma":0.0001198832,"domain_scores_codex":[0.9975053,0.0006279342,0.000525758,0.0005707967,0.00005595728,0.0007142359],"domain_scores_gemma":[0.9963472,0.0006599044,0.0001173639,0.002364167,0.0004411575,0.00007017643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001102584,0.00528946,0.4157149,0.0003480508,0.001646692,0.0002484249,0.0004192199,0.0008191874,0.01323135,0.02279071,0.1528806,0.3855088],"study_design_scores_gemma":[0.0003024155,0.0001919852,0.07799674,0.00009949857,0.00005172101,0.0002173309,0.00140912,0.00002554582,0.01525629,0.003192506,0.9008225,0.0004343984],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6099697,0.1260149,0.01560951,0.01729651,0.0110118,0.008017727,0.002040702,0.003186694,0.2068524],"genre_scores_gemma":[0.9392498,0.0006105689,0.0001583336,0.00006383569,0.00002797009,0.0002359414,0.0003267528,0.00001736022,0.05930949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7479419,"threshold_uncertainty_score":0.9995749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03341279582433436,"score_gpt":0.3553299917273658,"score_spread":0.3219171959030314,"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."}}