{"id":"W3164102791","doi":"10.1016/j.anaerobe.2021.102386","title":"Antimicrobial susceptibility profiles of invasive isolates of anaerobic bacteria from a large Canadian reference laboratory: 2012–2019","year":2021,"lang":"en","type":"article","venue":"Anaerobe","topic":"Bacterial Identification and Susceptibility Testing","field":"Biochemistry, Genetics and Molecular Biology","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; Public Health Ontario; University of Toronto","funders":"","keywords":"Cefoxitin; Bacteroides fragilis; Microbiology; Clindamycin; Anaerobic bacteria; Piperacillin; Penicillin; Bacteroides; Clostridium perfringens; Meropenem; Piperacillin/tazobactam; Metronidazole; Peptostreptococcus; Tazobactam; Biology; Antibiotics; Medicine; Bacteria; Antibiotic resistance; Imipenem; Staphylococcus aureus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001407478,0.0005718722,0.0005122733,0.00247636,0.001566388,0.0009035867,0.001390975,0.0004629157,0.00122914],"category_scores_gemma":[0.003555277,0.0003335401,0.0003639981,0.003445636,0.0005758599,0.0002359506,0.0006846742,0.0004166446,0.0003143334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01198427,"about_ca_system_score_gemma":0.01398692,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9246624,"about_ca_topic_score_gemma":0.9534717,"domain_scores_codex":[0.9969935,0.0001522163,0.0002221147,0.000439655,0.001779318,0.0004130937],"domain_scores_gemma":[0.9961551,0.0002136268,0.0005973077,0.0001270827,0.002450426,0.0004564119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009471928,0.0003638811,0.9381352,0.0004183024,0.0001274305,0.0009216822,0.002989929,0.0004828076,0.01970026,0.0001921652,0.004199022,0.03152204],"study_design_scores_gemma":[0.000014416,0.0002585139,0.9929647,0.00004014933,0.00004127443,0.0004245476,0.0008386253,0.0003279792,0.001784522,0.00001178621,0.003271584,0.00002186594],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899333,0.0009837509,0.0004292391,0.0001789977,0.00001368709,0.0001779526,0.005165149,0.00003483706,0.003083078],"genre_scores_gemma":[0.9906154,0.000769738,0.001243506,0.0002340292,0.00001466392,0.00005738153,0.005892335,0.00001545098,0.00115749],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07533765,"threshold_uncertainty_score":0.1515626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01373308799844523,"score_gpt":0.2398353914671919,"score_spread":0.2261023034687467,"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."}}