{"id":"W2039627451","doi":"10.1128/aac.05823-11","title":"Prevalence of Antimicrobial Resistance among Clinical Isolates of Bacteroides fragilis Group in Canada in 2010-2011: CANWARD Surveillance Study","year":2011,"lang":"en","type":"article","venue":"Antimicrobial Agents and Chemotherapy","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Shared Health","funders":"U.S. Food and Drug Administration","keywords":"Bacteroides fragilis; Bacteroides thetaiotaomicron; Cefoxitin; Microbiology; Clindamycin; Broth microdilution; Imipenem; Ertapenem; Moxifloxacin; Tigecycline; Metronidazole; Piperacillin; Doripenem; Medicine; Bacteroides; Biology; Antimicrobial; Antibiotic resistance; Antibiotics; Minimum inhibitory concentration; Bacteria","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":[],"consensus_categories":[],"category_scores_codex":[0.0004550677,0.0001524716,0.0003259024,0.00004563484,0.00002506086,0.000009250598,0.0002221499,0.00009634783,0.00006752631],"category_scores_gemma":[0.00004518911,0.0001535111,0.00005191472,0.00008739233,0.0001399128,0.00001242287,0.00006070103,0.00009680396,3.366441e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002158279,"about_ca_system_score_gemma":0.0001379053,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2997598,"about_ca_topic_score_gemma":0.7662774,"domain_scores_codex":[0.9984511,0.0001628019,0.0007099129,0.0004124357,0.00006631724,0.0001974869],"domain_scores_gemma":[0.9992762,0.00002307644,0.000268534,0.0003101833,0.00007635016,0.00004566907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002413395,0.0003550989,0.8489841,0.0001081698,0.00002398618,0.000001903007,0.0003026499,5.485504e-7,0.1486073,4.959176e-7,0.001101756,0.0002726976],"study_design_scores_gemma":[0.001100996,0.00008504705,0.9697831,0.00006936405,0.000005089607,7.752944e-7,0.0000882675,0.000007020953,0.02861587,0.000002417042,0.00009689405,0.0001452224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993104,0.00003616485,0.000008558687,0.00005303921,0.0001865836,0.000309262,0.00005408376,0.000003094439,0.00003876571],"genre_scores_gemma":[0.9986435,0.0006970296,0.0002512798,0.0001954739,0.00002842527,0.000003382398,0.00001810103,0.00001565787,0.0001471652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4665176,"threshold_uncertainty_score":0.7049031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235332825396228,"score_gpt":0.2526009308196073,"score_spread":0.2302476025656451,"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."}}