{"id":"W2142828726","doi":"10.1128/jcm.05397-11","title":"First Comprehensive Evaluation of the M.I.C. Evaluator Device Compared to Etest and CLSI Reference Dilution Methods for Antimicrobial Susceptibility Testing of Clinical Strains of Anaerobes and Other Fastidious Bacterial Species","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Etest; Fastidious organism; Broth microdilution; Agar dilution; Microbiology; Anaerobic bacteria; Biology; Imipenem; Penicillin; Antimicrobial; Bacteria; Antibiotics; Minimum inhibitory concentration; Antibiotic resistance","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008965354,0.0001375033,0.000774788,0.00004146166,0.0000605134,0.000009680946,0.0002114154,0.0002761765,0.00001677159],"category_scores_gemma":[0.01707998,0.0001016938,0.000206368,0.0000895125,0.0006235285,0.00001327777,0.0001636772,0.0001741028,1.882471e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001261802,"about_ca_system_score_gemma":0.0002367671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002451273,"about_ca_topic_score_gemma":0.0001583451,"domain_scores_codex":[0.9952803,0.001949945,0.002255566,0.0002618014,0.0000773577,0.0001750857],"domain_scores_gemma":[0.9942902,0.001557413,0.001952738,0.0002789942,0.00181606,0.0001046045],"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":[0.0004513122,0.0002120402,0.1900564,0.00007411967,0.00007657994,1.194147e-8,0.00007411811,0.00002151552,0.804284,0.00001182979,0.00007097179,0.004667005],"study_design_scores_gemma":[0.002167884,0.001057648,0.8642443,0.0001284852,0.0002396873,0.00002526273,0.0001378018,0.0001595635,0.1288228,0.00003255759,0.00286436,0.000119673],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968156,0.000175517,0.001437178,0.0001073463,0.0008363607,0.000458858,0.0001561295,0.000001804148,0.00001123229],"genre_scores_gemma":[0.9659426,0.00002861083,0.03350252,0.00008968574,0.0004023818,0.000002189123,0.00001822288,0.000009087976,0.000004678274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6754612,"threshold_uncertainty_score":0.9911996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3075404026556056,"score_gpt":0.4876338743173591,"score_spread":0.1800934716617535,"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."}}