{"id":"W4378469401","doi":"10.3390/antibiotics12060960","title":"Genomic Characterization of Carbapenem-Resistant Bacteria from Beef Cattle Feedlots","year":2023,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Lethbridge","funders":"Government of Canada; Government of Alberta; University of Calgary","keywords":"Ertapenem; Microbiology; Carbapenem; Biology; Stenotrophomonas maltophilia; Acinetobacter; Pseudomonas aeruginosa; Imipenem; Meropenem; Drug resistance; Antibiotic resistance; Bacteria; Antibiotics; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001825933,0.0003076076,0.0003083246,0.001723131,0.0006164843,0.0009483759,0.0003172501,0.0003079867,0.0007922755],"category_scores_gemma":[0.0005623831,0.0001701063,0.0003221041,0.001706039,0.0002998001,0.0001299831,0.0002437236,0.0003114859,0.0002509165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139219,"about_ca_system_score_gemma":0.001217447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.231166,"about_ca_topic_score_gemma":0.2720952,"domain_scores_codex":[0.9996245,0.00002172176,0.00001523827,0.00009414776,0.000134818,0.0001095886],"domain_scores_gemma":[0.999441,0.00006627962,0.0001329358,0.00001888893,0.0002219671,0.0001189189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00060738,0.0001508497,0.5908808,0.0001963527,0.00008167406,0.001002564,0.002679995,0.0003177929,0.3867084,0.0001095489,0.0003025561,0.01696218],"study_design_scores_gemma":[0.000003389317,0.00007732472,0.9946102,0.00001413485,0.00001880823,0.0003248939,0.0009999021,0.000210118,0.002698037,0.000008461451,0.001030774,0.000003949746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966015,0.0003696288,0.0003924669,0.00003465221,0.000006941204,0.00002713955,0.001818926,0.000009485285,0.0007393212],"genre_scores_gemma":[0.9916289,0.0004757381,0.00125297,0.00009600366,0.00001490534,0.0000196322,0.004913213,0.000009219415,0.001589441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.231166,"threshold_uncertainty_score":0.4596409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01089461756954898,"score_gpt":0.2376609430901634,"score_spread":0.2267663255206144,"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."}}