{"id":"W2343202857","doi":"","title":"External Quality Assurance and Comparability of Antimicrobial Susceptibility Testing of Neisseria Gonorrhoeae in Canada","year":2014,"lang":"en","type":"article","venue":"2014 National STD Prevention Conference","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Neisseria gonorrhoeae; Comparability; Quality assurance; Microbiology; Medicine; Biology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008165044,0.00008603519,0.0002624692,0.00004172976,0.0000453074,0.000006064392,0.000090963,0.0000623581,0.000347946],"category_scores_gemma":[0.0005166004,0.00008559634,0.00002998502,0.0000879802,0.00008534682,0.00009177825,0.00003875204,0.00009932638,0.000003489439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006509044,"about_ca_system_score_gemma":0.0005694617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3896084,"about_ca_topic_score_gemma":0.6158998,"domain_scores_codex":[0.9987915,0.0003814639,0.0005072651,0.0001921921,0.00002036446,0.0001072823],"domain_scores_gemma":[0.9987124,0.0004357515,0.0003064709,0.0001107828,0.0004219622,0.00001267217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005905532,0.00008139106,0.4952539,0.00006213637,0.00001088523,6.840181e-9,0.00001505702,0.00003449825,0.4990256,0.002304962,0.00006927346,0.003083277],"study_design_scores_gemma":[0.0006635553,0.00004477351,0.9763249,0.00006641691,0.000005283048,0.000004506399,0.00001186505,0.0001046455,0.02099542,0.001472847,0.0002264884,0.00007934352],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978504,0.00004727309,0.0013108,0.00005432399,0.0002459082,0.0001287829,0.00005913148,0.000007983803,0.0002953893],"genre_scores_gemma":[0.9995181,0.000006561959,0.0003871089,0.000007795143,0.00001323598,0.000004900189,0.00002199505,0.000003078679,0.00003721825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.481071,"threshold_uncertainty_score":0.6144563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04092242035218107,"score_gpt":0.2959668453198315,"score_spread":0.2550444249676504,"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."}}