{"id":"W3081385004","doi":"10.1101/2020.08.25.266395","title":"Occurrence of extended spectrum β-lactamase and AmpC-producing <i>Escherichia coli</i> in retail meat products from the Maritime Provinces, Canada","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"Atlantic Veterinary College","keywords":"Escherichia coli; Multiplex polymerase chain reaction; Cephalosporin; Biology; Microbiology; Antibiotic resistance; Polymerase chain reaction; Antimicrobial; Veterinary medicine; Gene; Antibiotics; Medicine; 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":[0.0002668613,0.00042106,0.0002996915,0.002104245,0.001314717,0.001075702,0.0005684467,0.0002763257,0.001006666],"category_scores_gemma":[0.0008727758,0.0002997926,0.0002899609,0.002275206,0.0006167781,0.0001617656,0.0004114211,0.0002658934,0.000125217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007104362,"about_ca_system_score_gemma":0.007011763,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9493746,"about_ca_topic_score_gemma":0.9703853,"domain_scores_codex":[0.9993317,0.00002996859,0.0000531066,0.0001079194,0.0003195068,0.000157758],"domain_scores_gemma":[0.9988666,0.0000459014,0.0002244378,0.00002326951,0.0006345709,0.0002053113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001075256,0.00002573151,0.9878972,0.00007113567,0.00004563602,0.0006337206,0.0004803879,0.00007561161,0.005621057,0.0000305685,0.0002997618,0.004711833],"study_design_scores_gemma":[0.000004092968,0.00004277386,0.9961985,0.00002517645,0.00001865877,0.0004985951,0.001290668,0.0001246724,0.00105807,0.000004428297,0.0007273057,0.000007143553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973667,0.0003632142,0.0001181514,0.00003726858,0.00000455899,0.00002470257,0.0009991026,0.000008711369,0.001077689],"genre_scores_gemma":[0.9979967,0.0003064094,0.0003195331,0.00006119417,0.000002882901,0.000005502834,0.0008355709,0.000003874955,0.0004682954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05062544,"threshold_uncertainty_score":0.1018471,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009888595173154144,"score_gpt":0.1945194714769981,"score_spread":0.184630876303844,"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."}}