{"id":"W4229449566","doi":"10.3390/antibiotics11050635","title":"Temporal Variation of Meropenem Resistance in E. coli Isolated from Sewage Water in Islamabad, Pakistan","year":2022,"lang":"en","type":"article","venue":"Antibiotics","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; International Development Research Centre","keywords":"Meropenem; Fosfomycin; Microbiology; Biology; Escherichia coli; Multiple drug resistance; Antibiotic resistance; Cefotaxime; Ciprofloxacin; Colistin; Sewage; Ampicillin; MCR-1; Veterinary medicine; Drug resistance; Enterobacteriaceae; Antibiotics; Gene; Medicine; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000168158,0.0001959735,0.0002171113,0.000612634,0.000339772,0.0004186987,0.0001480923,0.0003181187,0.0008536653],"category_scores_gemma":[0.000480758,0.0001918706,0.0001352263,0.0007511965,0.0002998727,0.0002682723,0.0002085877,0.0002027906,0.0001926967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003030595,"about_ca_system_score_gemma":0.0002551725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007397683,"about_ca_topic_score_gemma":0.0137386,"domain_scores_codex":[0.9997694,0.00003045421,0.00001999292,0.0000768902,0.00004609034,0.00005715341],"domain_scores_gemma":[0.9994965,0.0001018252,0.0001946408,0.00002050163,0.0001225143,0.00006398722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003181033,0.00009881587,0.9705889,0.00006448635,0.00003741967,0.0006179899,0.001175262,0.0001188517,0.02107825,0.00003053114,0.0001518961,0.005719412],"study_design_scores_gemma":[0.000002155268,0.000122424,0.9976766,0.00000374329,0.000008230092,0.0003061204,0.0006716498,0.00008000524,0.000893366,0.000008199961,0.0002226543,0.000004900634],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994246,0.00005205804,0.00007265277,0.00001320727,0.000002571918,0.000005028151,0.0001963912,0.000001721721,0.0002318058],"genre_scores_gemma":[0.9994224,0.00006693863,0.00007657707,0.000009771186,0.000003710132,0.000005494259,0.000204078,7.824881e-7,0.0002101948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007397683,"threshold_uncertainty_score":0.01470923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007499003958153826,"score_gpt":0.242077968526703,"score_spread":0.2345789645685492,"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."}}