{"id":"W2154268169","doi":"10.1128/jcm.01622-10","title":"Evaluation of CLSI Agar Dilution Method and Trek Sensititre Broth Microdilution Panel for Determining Antimicrobial Susceptibility of Streptococcus pneumoniae","year":2010,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Broth microdilution; Agar dilution; Streptococcus pneumoniae; Microbiology; Penicillin; Antimicrobial; Agar; Meropenem; Agar Dilution Method; Medicine; Biology; Antibiotics; Minimum inhibitory concentration; Bacteria; 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":[],"consensus_categories":[],"category_scores_codex":[0.007369526,0.0001365902,0.0005437736,0.00007356747,0.00004950688,0.00001147049,0.0001481913,0.0004143282,0.000016124],"category_scores_gemma":[0.005127716,0.0001222806,0.0003031583,0.00005653252,0.0003048167,0.00001291528,0.0000654474,0.0002537505,4.264343e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001292072,"about_ca_system_score_gemma":0.0002839374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009780368,"about_ca_topic_score_gemma":0.0001598679,"domain_scores_codex":[0.9969524,0.0008229785,0.001654663,0.0003289047,0.00007759921,0.0001634924],"domain_scores_gemma":[0.9959686,0.0003356174,0.001612006,0.0002764592,0.001734586,0.00007274912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002570691,0.0001826203,0.03139101,0.00005061805,0.00007887237,2.160511e-7,0.00004185043,0.00001692887,0.9386301,0.000007920519,0.0001099659,0.02923283],"study_design_scores_gemma":[0.002933908,0.001180026,0.1765161,0.00006072245,0.0003391059,0.0001283071,0.00005256405,0.0004013978,0.8171579,0.0002062654,0.0008580221,0.0001656805],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954773,0.00004560836,0.003110242,0.0001079925,0.0007875403,0.0003591212,0.00009796274,0.000003079231,0.00001114367],"genre_scores_gemma":[0.98842,0.00003325986,0.01104166,0.00004552056,0.0003581533,0.000002637027,0.00007673151,0.00001134439,0.00001077093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1451251,"threshold_uncertainty_score":0.6138725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0924260553256284,"score_gpt":0.4157441049581181,"score_spread":0.3233180496324897,"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."}}