{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003447347,0.0009252318,0.0005657584,0.003446752,0.0005094247,0.0009763071,0.001161008,0.0008114583,0.009768523],"category_scores_gemma":[0.005454961,0.0005185264,0.0006394431,0.003862195,0.0001969117,0.0007627005,0.001359546,0.001033135,0.005382584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002879399,"about_ca_system_score_gemma":0.008160706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1788862,"about_ca_topic_score_gemma":0.1365217,"domain_scores_codex":[0.9981279,0.0003320334,0.0002832413,0.0001456545,0.0009072421,0.000203985],"domain_scores_gemma":[0.9942766,0.0001555644,0.0006481537,0.0001020429,0.003914203,0.0009035019],"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":[0.0002333321,0.0001940803,0.04158368,0.003046293,0.0001149056,0.0001423973,0.000292757,0.0005386578,0.0007001897,0.0006025442,0.8748164,0.07773484],"study_design_scores_gemma":[0.0001024699,0.0002516838,0.5241178,0.00106026,0.00007856002,0.0002167298,0.0002817312,0.0009576162,0.000427985,0.0003256937,0.4721401,0.00003940557],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.04430994,0.01920465,0.003712534,0.01371201,0.004260261,0.003940889,0.8068554,0.001816177,0.1021882],"genre_scores_gemma":[0.125076,0.01652451,0.01719221,0.01288236,0.001230292,0.007204802,0.7078463,0.0002845436,0.1117589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1788862,"threshold_uncertainty_score":0.3556899,"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."}}