{"id":"W2902539077","doi":"10.1016/j.heliyon.2018.e00999","title":"Effect of β-lactam antibiotic resistance gene expression on the radio-resistance profile of E. coli O157:H7","year":2018,"lang":"en","type":"article","venue":"Heliyon","topic":"Radiation Effects and Dosimetry","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Carbenicillin; Kanamycin; Escherichia coli; Microbiology; Radioresistance; Biology; Virulence; Antibiotics; Chemistry; Gene; Gentamicin; Biochemistry; Genetics; Cell culture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001943437,0.0003833049,0.0004146104,0.0001720758,0.00008379635,0.0003798411,0.0002376631,0.0003310791,0.0009535849],"category_scores_gemma":[0.0002591353,0.0001485846,0.0002409165,0.0001447432,0.0001825028,0.0001505831,0.0002439745,0.0005179437,0.0003016191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615892,"about_ca_system_score_gemma":0.000130658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008379726,"about_ca_topic_score_gemma":0.0008145614,"domain_scores_codex":[0.9997423,0.00004922722,0.00002895531,0.00004827439,0.00006453503,0.00006673094],"domain_scores_gemma":[0.9998021,0.00004551452,0.00004851061,0.00002299963,0.00003610198,0.00004480205],"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":[0.00006933194,0.00004381698,0.0001898504,0.00002197188,0.000003506861,0.00002361302,0.00001556743,0.00002499291,0.9990907,0.00001054064,0.00001624358,0.0004899979],"study_design_scores_gemma":[0.000005691555,0.0006732067,0.009199065,0.000009131582,0.00001492082,0.00008124125,0.00007683086,0.0004116452,0.988749,0.00001509773,0.0007546557,0.000009398099],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982667,0.0003783174,0.000492597,0.00006795029,0.00001692661,0.00001267063,0.0002225608,0.00001766014,0.0005245922],"genre_scores_gemma":[0.995278,0.000413384,0.001583588,0.00009311319,0.000009387809,0.00003293843,0.0007540238,0.00002618598,0.001809511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009535849,"threshold_uncertainty_score":0.003190041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008592436105285404,"score_gpt":0.2269518544705782,"score_spread":0.2183594183652928,"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."}}