{"id":"W4381736308","doi":"10.21203/rs.3.rs-2997601/v1","title":"Colistin-resistant bacteria poses few risks under physiological conditions","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Genetics; Japan Society for the Promotion of Science; Ministry of Education, Culture, Sports, Science and Technology; Hokkaido University; Keio University; Japan Agency for Medical Research and Development; Takeda Science Foundation","keywords":"Colistin; Bacteria; Medicine; Intensive care medicine; Microbiology; Biology; Antibiotics; 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":[0.0004290835,0.0005318649,0.0008230382,0.0003492033,0.00028423,0.0011355,0.0003574491,0.001314587,0.003618504],"category_scores_gemma":[0.00126159,0.000218403,0.0001967947,0.00035887,0.0005130537,0.0008497431,0.0005971137,0.001080435,0.002321531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003166914,"about_ca_system_score_gemma":0.0003630916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002694165,"about_ca_topic_score_gemma":0.0002756852,"domain_scores_codex":[0.999212,0.0001810128,0.00003331057,0.0001267396,0.0003461532,0.000100725],"domain_scores_gemma":[0.9993949,0.0001682357,0.0001270418,0.0001504962,0.00009133786,0.00006802059],"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":[0.0002139611,0.0000494772,0.001618438,0.0002191798,0.00002040606,0.0003146731,0.00005655697,0.0002824157,0.9731715,0.003470577,0.0007632269,0.01981966],"study_design_scores_gemma":[0.0000304097,0.0003479353,0.007121999,0.0000597956,0.00003782131,0.002183304,0.0001709924,0.001854155,0.9379973,0.008144724,0.04203163,0.00002007671],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8266512,0.02355002,0.06951506,0.005552552,0.0009411629,0.0001220008,0.00149118,0.001981779,0.07019489],"genre_scores_gemma":[0.9480185,0.005974924,0.01973156,0.0005599251,0.0002081274,0.00005571188,0.001394514,0.0002820148,0.02377464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003618504,"threshold_uncertainty_score":0.01210511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059258852426058,"score_gpt":0.4573016743870066,"score_spread":0.2513757891444008,"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."}}