{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002713971,0.0008018474,0.0006768068,0.002807187,0.0005483125,0.001018171,0.00116112,0.0007557094,0.0107713],"category_scores_gemma":[0.004947819,0.0005036468,0.0006410479,0.004305792,0.0001593902,0.0005590852,0.001198717,0.001103211,0.006052935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00264966,"about_ca_system_score_gemma":0.008405252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2391373,"about_ca_topic_score_gemma":0.1763873,"domain_scores_codex":[0.9982487,0.0003157502,0.0002462282,0.0001404172,0.0008784976,0.0001704835],"domain_scores_gemma":[0.9953999,0.0001343197,0.0004663883,0.000111121,0.003329286,0.0005590984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000121834,0.0001000518,0.02154742,0.001302293,0.00007046595,0.0001009913,0.0001767251,0.0002451768,0.0003778371,0.0004741892,0.9122313,0.06325168],"study_design_scores_gemma":[0.00009273731,0.0001456855,0.3312991,0.0009321623,0.00006826383,0.0002435252,0.0002040757,0.0007731597,0.0003403249,0.0004303879,0.6654353,0.00003522014],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02171368,0.01459483,0.003454893,0.01132003,0.003823916,0.003730171,0.8340206,0.001039739,0.1063022],"genre_scores_gemma":[0.07928024,0.01834491,0.01690954,0.01229173,0.001322118,0.007080178,0.7469926,0.0002878656,0.1174909],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2391373,"threshold_uncertainty_score":0.4754906,"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."}}