{"id":"W3021859615","doi":"10.33321/cdi.2017.41.9","title":"Australian Gonococcal Surveillance Programme Annual Report, 2020 - Revised version, updated 15 September 2021","year":2017,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":57,"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; ACT Government","keywords":"Neisseria gonorrhoeae; Azithromycin; Ciprofloxacin; Penicillin; Ceftriaxone; Medicine; Minimum inhibitory concentration; Antibiotic resistance; Microbiology; Drug resistance; 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":[0.003106535,0.001074453,0.0007127214,0.003894849,0.0004365838,0.001530254,0.001164818,0.001107002,0.03009812],"category_scores_gemma":[0.01070891,0.000828516,0.0007106006,0.004574857,0.0002404023,0.001201722,0.001193767,0.00146251,0.02308771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002696063,"about_ca_system_score_gemma":0.007156318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1520574,"about_ca_topic_score_gemma":0.1121269,"domain_scores_codex":[0.9980521,0.0003097861,0.0003923953,0.0001397898,0.0009168974,0.0001889791],"domain_scores_gemma":[0.9903793,0.0003339671,0.0007428095,0.0002301877,0.007808859,0.0005047478],"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":[0.00009570031,0.00004795484,0.004186796,0.001093497,0.00002497959,0.00004220167,0.00005785881,0.0002615596,0.0001559282,0.0001930974,0.9559051,0.03793527],"study_design_scores_gemma":[0.00008449616,0.00007356579,0.1208387,0.001093297,0.00003899047,0.0001083172,0.00009766121,0.0003390464,0.0002106005,0.00020193,0.8768826,0.00003085951],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.007496913,0.01295793,0.002147689,0.01255529,0.01304161,0.001751977,0.8690681,0.001116,0.07986452],"genre_scores_gemma":[0.02669683,0.01360092,0.007968409,0.007629229,0.001894057,0.002464023,0.7668738,0.0003375744,0.1725352],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1520574,"threshold_uncertainty_score":0.3023447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03573605344988638,"score_gpt":0.349080036451262,"score_spread":0.3133439830013756,"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."}}