{"id":"W2752683802","doi":"10.1093/ofid/ofx163.105","title":"Agar Gradient Diffusion Susceptibility Testing for Neisseria gonorrhoeae: A Reliable Alternative to Agar Dilution?","year":2017,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ste. Anne's Hospital; Centre intégré universitaire de santé et de services sociaux de l'Est-de-l'Île-de-Montréal; Institut National de Santé Publique du Québec; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université de Montréal","funders":"Alere","keywords":"Cefixime; Agar dilution; Neisseria gonorrhoeae; Agar; Microbiology; Minimum inhibitory concentration; Azithromycin; Agar diffusion test; Dilution; Medicine; Biology; Ceftriaxone; Antimicrobial; Antibiotics; Bacteria; Antibacterial activity; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004640794,0.0003141057,0.0004284195,0.0001717402,0.003383673,0.0005258879,0.001006143,0.0001350978,0.0004450865],"category_scores_gemma":[0.004613066,0.0002773141,0.0001806873,0.0001745389,0.0003246834,0.0007559856,0.001190696,0.0002679014,0.000827756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003642958,"about_ca_system_score_gemma":0.0002155214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005328258,"about_ca_topic_score_gemma":0.001063955,"domain_scores_codex":[0.9976676,0.0001521973,0.0003633834,0.0009917156,0.00004531585,0.0007797924],"domain_scores_gemma":[0.9971831,0.0003097447,0.0002933491,0.001519344,0.0005521728,0.0001422347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007739407,0.001845605,0.9179485,0.00006035463,0.0002810066,0.000002477488,0.0001490134,0.0002528442,0.04731281,0.003178615,0.013304,0.01489078],"study_design_scores_gemma":[0.003640545,0.002739322,0.9039252,0.0001466794,0.0001386949,0.00006523184,0.0002312249,0.00008715675,0.01141495,0.0119005,0.06502073,0.0006898138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774092,0.000206655,0.0004598462,0.0008434959,0.001718199,0.003702163,0.0003027467,0.0001664455,0.01519127],"genre_scores_gemma":[0.9941605,0.00001766079,0.0001589345,0.0001295801,0.0001005592,0.001126262,0.000135491,0.00004624628,0.004124745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05171673,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03759040162051526,"score_gpt":0.3484275215005058,"score_spread":0.3108371198799905,"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."}}