{"id":"W7073927513","doi":"","title":"Cooperative recognition of internationally disseminated ceftriaxone-resistant Neisseria gonorrhoeae strain","year":2018,"lang":"en","type":"article","venue":"Queensland's institutional digital repository (The University of Queensland)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neisseria gonorrhoeae; Multilocus sequence typing; Phylogenetic tree; In silico; Typing; Neisseriaceae; Phylogenetics; Strain (injury); Ceftriaxone; clone (Java method)","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":[0.0007716182,0.0001300079,0.0001699935,0.0003241487,0.0004971045,0.0005497566,0.0002279672,0.0002906473,0.001450464],"category_scores_gemma":[0.002013273,0.00006337286,0.0001127895,0.0004551779,0.0003517889,0.0002624414,0.000556924,0.0003530107,0.00009180784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005646925,"about_ca_system_score_gemma":0.0007761039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02033479,"about_ca_topic_score_gemma":0.02814484,"domain_scores_codex":[0.9994918,0.0001377687,0.00002854907,0.0001172334,0.000133353,0.00009126287],"domain_scores_gemma":[0.9986585,0.0002563971,0.0005168601,0.000141441,0.0002951171,0.0001315205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001079125,0.00007190178,0.9347333,0.00006686432,0.000047396,0.001821269,0.00285507,0.0001950142,0.01316051,0.0007673917,0.0007478888,0.04542542],"study_design_scores_gemma":[0.00001320777,0.0001786126,0.982954,0.00003671769,0.00004053903,0.002477186,0.00434585,0.001081997,0.002392692,0.000412055,0.006054411,0.00001268915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954777,0.0002497795,0.0005269363,0.0002354836,0.000006288666,0.00001480119,0.00005028657,0.000005170938,0.003433641],"genre_scores_gemma":[0.9990184,0.00008377167,0.0004001355,0.00003008455,0.000004965013,0.000001796351,0.00005160939,8.998485e-7,0.0004082886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02033479,"threshold_uncertainty_score":0.04043281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02385810960448054,"score_gpt":0.1962462000242884,"score_spread":0.1723880904198079,"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."}}