{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002264863,0.0001516292,0.0002705102,0.00004855131,0.00006685335,0.00002867964,0.0002200898,0.0002077847,0.0005328965],"category_scores_gemma":[0.0004428907,0.0001654203,0.00008000282,0.0002046327,0.00009995234,0.00001672965,0.0001086659,0.00008932615,0.00001579031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002506382,"about_ca_system_score_gemma":0.0008952751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0254631,"about_ca_topic_score_gemma":0.2952109,"domain_scores_codex":[0.9986337,0.0001755513,0.000407938,0.0004536651,0.00006936894,0.0002598182],"domain_scores_gemma":[0.9983506,0.0000292512,0.0002057532,0.0006649877,0.0006184256,0.000130946],"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":[0.00002668846,0.00008949962,0.0495101,0.00003940629,0.0000431013,0.000001971219,0.00009045602,0.00000119373,0.9473139,0.00009725955,0.002713141,0.00007326309],"study_design_scores_gemma":[0.0003168549,0.00006276222,0.1306934,0.00004233532,0.00002098344,0.000001031728,0.0001722572,0.00000325676,0.8645621,0.0000252708,0.00394019,0.0001595277],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971249,0.0002516828,0.00002204067,0.0001244404,0.0001914356,0.0001459062,0.001980199,0.000009085285,0.0001502714],"genre_scores_gemma":[0.9952624,0.0001273884,0.001633544,0.0001516278,0.00007621848,0.000003778273,0.002559348,0.00001644971,0.0001691956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2697478,"threshold_uncertainty_score":0.9810264,"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."}}