{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003107641,0.0009595416,0.0007607014,0.003473094,0.0005585547,0.00110776,0.001199648,0.0008708718,0.01009401],"category_scores_gemma":[0.005672493,0.00057006,0.0006059819,0.004227485,0.0001757129,0.0006135876,0.001227319,0.001253178,0.005776356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002753742,"about_ca_system_score_gemma":0.008512442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.213834,"about_ca_topic_score_gemma":0.1702473,"domain_scores_codex":[0.9980667,0.0003870828,0.000249786,0.0001529462,0.0009700374,0.0001734534],"domain_scores_gemma":[0.9944875,0.0001756981,0.0005477656,0.0001331787,0.003913342,0.0007427323],"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":[0.0001420938,0.0001298683,0.02469231,0.001439709,0.00007750966,0.0001199985,0.0001979065,0.0002911705,0.0003980394,0.0005232711,0.907639,0.0643491],"study_design_scores_gemma":[0.00009684024,0.0001701407,0.3468115,0.0009327545,0.00006787782,0.0002572064,0.0002091975,0.0007979467,0.0003268754,0.0004027567,0.6498863,0.00004069227],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.02482807,0.01877824,0.003735869,0.01401724,0.0050442,0.004518482,0.8172187,0.00101611,0.1108431],"genre_scores_gemma":[0.07699525,0.0205237,0.01775254,0.0125433,0.001616844,0.007629437,0.739874,0.0002833614,0.1227816],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.213834,"threshold_uncertainty_score":0.4251786,"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."}}