{"id":"W2917241477","doi":"10.33321/cdi.2015.39.39","title":"Australian Gonococcal Surveillance Programme Annual Report, 2022","year":2015,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":29,"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; Ciprofloxacin; Penicillin; Azithromycin; Ceftriaxone; Medicine; Antibiotic resistance; Microbiology; Minimum inhibitory concentration; 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":[0.001123945,0.0002455591,0.0003585986,0.0001441418,0.0003234524,0.00006346578,0.001220165,0.0001735125,0.001035218],"category_scores_gemma":[0.003037992,0.000231993,0.0001511844,0.0005680973,0.001062759,0.0003004735,0.0006702559,0.0007857918,0.001962714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961952,"about_ca_system_score_gemma":0.0003950033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008291175,"about_ca_topic_score_gemma":0.00008751444,"domain_scores_codex":[0.9972543,0.000830311,0.0004996688,0.0005528086,0.0001007455,0.0007621448],"domain_scores_gemma":[0.9962449,0.000380427,0.0001542494,0.002355081,0.000668576,0.0001967869],"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":[0.001652537,0.006454463,0.5340672,0.000136191,0.001029437,0.0005458582,0.001915875,0.001279123,0.007932033,0.006922978,0.1824783,0.255586],"study_design_scores_gemma":[0.0004706011,0.0005737484,0.0267586,0.00003563563,0.00003970849,0.001151415,0.003980658,0.00002976265,0.01083318,0.002572455,0.9529528,0.0006014439],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8350613,0.08288455,0.005942865,0.006823718,0.007022672,0.004751516,0.001330875,0.002382788,0.05379976],"genre_scores_gemma":[0.9821759,0.0003264983,0.0002273257,0.00003870895,0.00006145956,0.0001957261,0.0004470235,0.00003030927,0.01649703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7704745,"threshold_uncertainty_score":0.999878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07686660610972292,"score_gpt":0.3581446807890097,"score_spread":0.2812780746792868,"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."}}