{"id":"W4392358911","doi":"10.21203/rs.3.rs-3992738/v1","title":"Characterization of a colistin resistant, hypervirulent hospital isolate of Acinetobacter courvalinii from Canada","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada; Ottawa Hospital Research Institute","keywords":"Colistin; Microbiology; Acinetobacter; Acinetobacter baumannii; Medicine; Biology; Antibiotics; Bacteria; Genetics; Pseudomonas aeruginosa","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.00009658446,0.0004492702,0.0003540012,0.0008454259,0.001060043,0.0008517948,0.0006253774,0.0005369252,0.001096486],"category_scores_gemma":[0.0008330438,0.0001890682,0.0002561937,0.001205013,0.0004743847,0.0002571332,0.0004179817,0.0005591864,0.0004712213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001629734,"about_ca_system_score_gemma":0.003059814,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.603165,"about_ca_topic_score_gemma":0.4693672,"domain_scores_codex":[0.9997098,0.00001251875,0.00001814366,0.00006409965,0.0001215039,0.00007392988],"domain_scores_gemma":[0.9994734,0.0000765698,0.00004147664,0.00002734613,0.0002534115,0.0001278471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006039771,0.0002437647,0.05422221,0.0003307646,0.00004113035,0.01440231,0.004250797,0.0004405136,0.904049,0.00070939,0.001861311,0.0188448],"study_design_scores_gemma":[0.00006113274,0.0007043367,0.6196424,0.0001270144,0.0001914749,0.02290457,0.01208915,0.002006261,0.2845292,0.0002970675,0.05732683,0.0001205905],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986476,0.0008900213,0.001155551,0.0005522206,0.00007344833,0.0001671787,0.003446386,0.00004558511,0.007193491],"genre_scores_gemma":[0.9837124,0.0008696403,0.002362176,0.0002648442,0.00003691585,0.00003342434,0.003498846,0.0000374023,0.009184234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.396835,"threshold_uncertainty_score":0.798344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208447534719591,"score_gpt":0.3146155602593413,"score_spread":0.2925310849121454,"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."}}