{"id":"W4398245341","doi":"10.1101/2024.05.22.595387","title":"Lipidomics and colistin resistance in non-human isolates of <i>Acinetobacter seifertii</i>","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Antibiotic Resistance in Bacteria","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; University of Manitoba","funders":"","keywords":"Lipidomics; Acinetobacter; Colistin; Microbiology; Biology; Resistance (ecology); Computational biology; Bioinformatics; Antibiotics; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001742979,0.0002436894,0.000268853,0.0005783751,0.0002686769,0.0005041584,0.0001113439,0.0003196132,0.0008756033],"category_scores_gemma":[0.0003915267,0.0001175057,0.0002080263,0.000476428,0.0002115487,0.0001818842,0.0002505379,0.0002755582,0.0002621208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000191022,"about_ca_system_score_gemma":0.0001822479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004946354,"about_ca_topic_score_gemma":0.003358278,"domain_scores_codex":[0.9998386,0.0000279868,0.00002229452,0.00004755493,0.00003236776,0.0000311054],"domain_scores_gemma":[0.9997422,0.00003536709,0.00009868337,0.00001861264,0.00006922053,0.00003589847],"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":[0.001931299,0.000385875,0.488481,0.0001866342,0.00005919874,0.001897052,0.001383611,0.000217414,0.491755,0.00008946477,0.0003422266,0.01327128],"study_design_scores_gemma":[0.00001541791,0.0008471244,0.9063107,0.00004585772,0.00008384033,0.005145278,0.002633689,0.001089538,0.08099079,0.0000865121,0.002730211,0.00002111523],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989082,0.0001605069,0.000109355,0.00004970769,0.000004185909,0.000009988236,0.0004007833,0.00000609697,0.0003512739],"genre_scores_gemma":[0.998408,0.0001507975,0.0004055841,0.00003463315,0.000005032588,0.000007632646,0.0005925155,0.000004532702,0.0003913313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004946354,"threshold_uncertainty_score":0.009835124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007202595808530819,"score_gpt":0.2297392060514585,"score_spread":0.2225366102429277,"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."}}