{"id":"W2170220195","doi":"10.1128/jcm.00968-07","title":"Narrow-Spectrum Cephalosporin Susceptibility Testing of <i>Escherichia coli</i> with the BD Phoenix Automated System: Questionable Utility of Cephalothin as a Predictor of Cephalexin Susceptibility","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Microbiology","topic":"Antibiotics Pharmacokinetics and Efficacy","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Cephalosporin; Escherichia coli; Microbiology; Enterobacteriaceae; Biology; Antibiotics; Genetics; Gene","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002964293,0.0003682147,0.000517616,0.001153495,0.0001795706,0.00080107,0.0004134558,0.0005045095,0.0005587941],"category_scores_gemma":[0.01195053,0.0003025156,0.0002253111,0.0008194638,0.0005386642,0.0005165258,0.0002296264,0.0005784988,0.0004362919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003256931,"about_ca_system_score_gemma":0.0004632346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002656336,"about_ca_topic_score_gemma":0.002210613,"domain_scores_codex":[0.9960847,0.001830539,0.0005403262,0.0002993583,0.001066223,0.0001788896],"domain_scores_gemma":[0.9892499,0.005828769,0.001949649,0.000668659,0.00186347,0.0004393866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001393527,0.000152971,0.9094484,0.0001155503,0.00004357201,0.0004190847,0.0002091818,0.0004017401,0.05067445,0.0001125998,0.0008227373,0.03620613],"study_design_scores_gemma":[0.00008820494,0.002547539,0.7817113,0.0001556064,0.0001458174,0.008399676,0.0003844902,0.01328748,0.1901592,0.0003708902,0.002684072,0.00006568833],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902945,0.001362921,0.005296177,0.0006571712,0.00003393133,0.00004149649,0.0003282826,0.0002086583,0.001776909],"genre_scores_gemma":[0.9948895,0.0002148672,0.004491454,0.0001259874,0.00001578247,0.000007198656,0.0001164376,0.00001139115,0.0001273472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002964293,"threshold_uncertainty_score":0.01567686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03381394155917185,"score_gpt":0.3436079593468254,"score_spread":0.3097940177876536,"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."}}