{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009679466,0.0003306114,0.0005093123,0.00009611304,0.001695404,0.0002356526,0.002375475,0.000254919,0.01027947],"category_scores_gemma":[0.003002645,0.0003148096,0.0002509778,0.0002670055,0.001775102,0.0005747458,0.00126142,0.0008933853,0.005376651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412974,"about_ca_system_score_gemma":0.0002536163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005347505,"about_ca_topic_score_gemma":0.00010463,"domain_scores_codex":[0.9968212,0.0008380654,0.000618285,0.0007769343,0.0001051346,0.0008403297],"domain_scores_gemma":[0.9930642,0.0003124648,0.0004208868,0.005297388,0.0007410534,0.0001640387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001306661,0.003024098,0.3996946,0.0001473616,0.00111452,0.0005803059,0.0002582618,0.0001922668,0.01306986,0.000706667,0.5035255,0.07637995],"study_design_scores_gemma":[0.0004485962,0.0001995653,0.1046953,0.00008364892,0.0000586835,0.0003290022,0.0004342315,0.0000222179,0.00841413,0.0003144582,0.8845229,0.0004772764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8603054,0.03099325,0.001208943,0.01087056,0.0060152,0.005497096,0.002578686,0.001084276,0.08144663],"genre_scores_gemma":[0.9620195,0.001089335,0.0001774788,0.00003382335,0.00009127302,0.0001238631,0.001189439,0.0000375711,0.0352377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3809974,"threshold_uncertainty_score":0.9999304,"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."}}