{"id":"W4391651813","doi":"10.3390/microorganisms12020349","title":"Molecular Characteristics of Colistin Resistance in Acinetobacter baumannii and the Activity of Antimicrobial Combination Therapy in a Tertiary Care Medical Center in Lebanon","year":2024,"lang":"en","type":"article","venue":"Microorganisms","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Charles-Le Moyne; Université de Sherbrooke","funders":"American University of Beirut","keywords":"Colistin; Acinetobacter baumannii; Broth microdilution; Antimicrobial; Meropenem; Microbiology; Antibiotic resistance; Biology; Drug resistance; Medicine; Antibiotics; Bacteria; Minimum inhibitory concentration; Pseudomonas aeruginosa; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003240204,0.0001397905,0.0002752811,0.00008736899,0.00001176657,0.00001969233,0.0001758728,0.0001819007,0.00001178481],"category_scores_gemma":[0.00007246157,0.0001131117,0.00004491413,0.000143267,0.0002661812,0.000008075017,0.00008762879,0.0001616613,4.898185e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003397117,"about_ca_system_score_gemma":0.00009491669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008057828,"about_ca_topic_score_gemma":0.0007446302,"domain_scores_codex":[0.9988625,0.0001901768,0.0003832463,0.0002783365,0.0001212444,0.0001644678],"domain_scores_gemma":[0.9995943,0.00003587743,0.00009419331,0.0002108518,0.00004280235,0.00002191717],"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":[0.0004655109,0.0001044541,0.1172097,0.0001966084,0.00001324959,0.00002906212,0.0006223041,2.62181e-7,0.8804635,0.0001089217,0.00004026846,0.0007461713],"study_design_scores_gemma":[0.001835722,0.00003347463,0.4335424,0.0003292582,0.000003134381,0.000004995671,0.00004251087,0.000009597295,0.5638824,0.00002659127,0.0001995651,0.00009039766],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981192,0.0008940875,0.00009616138,0.000376471,0.00009795689,0.0002983733,0.00004636124,0.000003561783,0.00006786869],"genre_scores_gemma":[0.9991391,0.00051604,0.00009736601,0.0001067908,0.00002084376,0.000004705577,0.00006534883,0.00002107564,0.00002874395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3165811,"threshold_uncertainty_score":0.4612563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003600355038399342,"score_gpt":0.228912258381539,"score_spread":0.2253119033431397,"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."}}