{"id":"W3159836775","doi":"10.33321/cdi.2021.45.24","title":"Australian Gonococcal Surveillance Programme Annual Report, 2020","year":2021,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":28,"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; Microbiology; Minimum inhibitory concentration; Antibiotic resistance; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005223882,0.000238392,0.0003768345,0.00007109697,0.0004450837,0.00007988163,0.0008917139,0.0001781282,0.003502528],"category_scores_gemma":[0.002794246,0.0002385025,0.0002090511,0.0006830317,0.0008661771,0.0002338155,0.0007143561,0.0007989067,0.001534075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000115894,"about_ca_system_score_gemma":0.000419114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002802582,"about_ca_topic_score_gemma":0.0001123373,"domain_scores_codex":[0.9971481,0.0008698591,0.0005134268,0.0006549648,0.00007589994,0.0007377643],"domain_scores_gemma":[0.9959585,0.0005503998,0.0001316773,0.002521282,0.0007219544,0.0001161597],"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":[0.000826048,0.008480979,0.4894526,0.0003187224,0.001724354,0.002963533,0.001030356,0.0008490172,0.0558237,0.007692032,0.1048094,0.3260292],"study_design_scores_gemma":[0.0003126696,0.0002160572,0.0690595,0.00005984241,0.00004977828,0.002812288,0.002398083,0.00001609273,0.06190823,0.001424688,0.8611621,0.0005807196],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7959141,0.1245527,0.005999753,0.01496357,0.005990971,0.003202833,0.001818481,0.002032225,0.0455254],"genre_scores_gemma":[0.9767299,0.001471591,0.0003745212,0.00006383692,0.00006541707,0.0001385056,0.000765508,0.00003013634,0.02036055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7563527,"threshold_uncertainty_score":0.9992433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0371387144094401,"score_gpt":0.3386585112507991,"score_spread":0.301519796841359,"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."}}