{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04352514,0.0004646484,0.0007378285,0.003682198,0.003339141,0.00363899,0.003036772,0.0009311443,0.001087506],"category_scores_gemma":[0.1455568,0.0005416395,0.0007914882,0.00609231,0.002923676,0.0007341418,0.002224145,0.00122003,0.0001476604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06329647,"about_ca_system_score_gemma":0.1004304,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9768716,"about_ca_topic_score_gemma":0.9685999,"domain_scores_codex":[0.9218013,0.01612721,0.006208051,0.007150311,0.04384057,0.004872635],"domain_scores_gemma":[0.7402132,0.03424901,0.02367721,0.01490191,0.1802075,0.006751064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008815288,0.0002395125,0.9321663,0.0003359658,0.0004026262,0.00009637964,0.00688417,0.001290177,0.001624802,0.00132936,0.00442929,0.05031997],"study_design_scores_gemma":[0.00001935296,0.0001340894,0.9927689,0.00009263105,0.00005952038,0.00003005437,0.0008905731,0.0009874323,0.001092256,0.00007750744,0.003825388,0.0000223638],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727846,0.001603344,0.0046757,0.001932845,0.0001776039,0.0007716192,0.005654817,0.000178397,0.01222096],"genre_scores_gemma":[0.995051,0.0002082694,0.001491377,0.000338802,0.00001809121,0.00008521841,0.001548725,0.0000385232,0.001220008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06329647,"threshold_uncertainty_score":0.4592502,"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."}}