{"id":"W4312391879","doi":"10.30699/mmlj17.5.2.1","title":"New update on molecular determinants of colistin resistance in bacteria","year":2022,"lang":"en","type":"article","venue":"Modern Medical Laboratory Journal","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colistin; Bacteria; Resistance (ecology); Microbiology; Computational biology; Biology; Genetics; Antibiotics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008016201,0.0001587829,0.0002677502,0.00008164909,0.0001042856,0.00002186609,0.0005290718,0.0001265288,0.000638939],"category_scores_gemma":[0.0003411191,0.0001575211,0.00006731592,0.0001818267,0.00009125031,0.000006078738,0.0001691333,0.0004415991,0.000003727063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006585287,"about_ca_system_score_gemma":0.0009800576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003954612,"about_ca_topic_score_gemma":0.00008473486,"domain_scores_codex":[0.9978446,0.0003368,0.0005271913,0.0002889494,0.000699266,0.0003032265],"domain_scores_gemma":[0.9990309,0.000016763,0.0002671965,0.0003279465,0.00008487157,0.0002723039],"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":[0.003045567,0.000505486,0.07057402,0.00008965651,0.00009388103,0.002290036,0.0002298191,0.000232497,0.8892267,0.0006997577,0.02597302,0.007039558],"study_design_scores_gemma":[0.0116859,0.002259952,0.1777152,0.0009332662,0.00008704852,0.0005449872,0.0003744729,0.0007198312,0.4380356,0.006508292,0.359125,0.002010458],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961669,0.0007932867,0.002002449,0.0002991417,0.0003648269,0.00008741798,0.00006292817,0.000004663123,0.0002183959],"genre_scores_gemma":[0.9962935,0.0001166298,0.002373982,0.0007745554,0.0001692082,0.000004268045,0.00001729041,0.00003090356,0.0002196629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4511911,"threshold_uncertainty_score":0.6995934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006413600411334361,"score_gpt":0.2570112731146278,"score_spread":0.2505976727032935,"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."}}