{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008778404,0.0006438305,0.0009571649,0.001810573,0.0002464078,0.001338557,0.0007471318,0.001355451,0.005256584],"category_scores_gemma":[0.001363843,0.0002896481,0.0005459322,0.001406121,0.0004764588,0.002286115,0.0005855631,0.002309139,0.001866509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005177887,"about_ca_system_score_gemma":0.0008220871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000501949,"about_ca_topic_score_gemma":0.001136015,"domain_scores_codex":[0.9997099,0.00006107677,0.000055621,0.00005100683,0.00008956769,0.00003275795],"domain_scores_gemma":[0.9985379,0.0005668512,0.0001475487,0.00005478459,0.0005083065,0.0001846205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005260565,0.000270234,0.001861825,0.01046172,0.0001773506,0.001328562,0.0001526142,0.0004142285,0.01785717,0.004763101,0.1361174,0.8260698],"study_design_scores_gemma":[0.00002237605,0.0002658054,0.002080538,0.001013708,0.0002833456,0.002493343,0.0001022197,0.0002273294,0.002976024,0.00155457,0.9889523,0.00002833687],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001972617,0.9800205,0.001628161,0.004940831,0.007106814,0.00001602114,0.0001982465,0.0001070646,0.004009715],"genre_scores_gemma":[0.006634627,0.9710325,0.003248617,0.003570934,0.00929444,0.00002530452,0.0006638443,0.00002354299,0.005506109],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005256584,"threshold_uncertainty_score":0.01758504,"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."}}