{"id":"W2430346634","doi":"10.33321/cdi.2013.37.10","title":"Gonococcal Surveillance Australia: Quarter 3, 2012","year":2013,"lang":"en","type":"article","venue":"Communicable Diseases Intelligence","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Quarter (Canadian coin); Optometry; Advertising","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001070429,0.0003621422,0.0002994441,0.001460464,0.0006160171,0.000938222,0.0005059108,0.0005114407,0.005307028],"category_scores_gemma":[0.002523296,0.000309312,0.0003693721,0.002233677,0.0001173416,0.0004302477,0.0008219861,0.0006671498,0.002535702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002683741,"about_ca_system_score_gemma":0.003745139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1529062,"about_ca_topic_score_gemma":0.2618066,"domain_scores_codex":[0.9991403,0.0001061901,0.0001003992,0.00007717017,0.0004204335,0.0001554418],"domain_scores_gemma":[0.9981098,0.00004063395,0.0004211076,0.00005421134,0.001059515,0.0003146686],"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":[0.0004500434,0.0001706355,0.2183881,0.00127087,0.00007989359,0.0002128756,0.001233745,0.000497998,0.00207325,0.0006409229,0.5701485,0.2048333],"study_design_scores_gemma":[0.00002082008,0.0001286722,0.8231409,0.0002937615,0.00002457846,0.0002627996,0.0003547134,0.0009859303,0.0005843152,0.0001553346,0.1740313,0.00001685235],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3803782,0.02553498,0.004287757,0.02434224,0.002596074,0.001776498,0.3595166,0.003636069,0.1979316],"genre_scores_gemma":[0.5980591,0.01901883,0.01141155,0.01049117,0.0008969139,0.001459185,0.1712217,0.0003219366,0.1871198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1529062,"threshold_uncertainty_score":0.3040324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04407337141236355,"score_gpt":0.332083234662109,"score_spread":0.2880098632497454,"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."}}