{"id":"W7077283405","doi":"10.5281/zenodo.16931912","title":"Whole genome sequencing (WGS) data from: \"Ciprofloxacin Resistance Enhances Biofilm Formation and Modulates Virulence in Acinetobacter baumannii: Insights into the Role of Efflux Pumps and Quorum Sensing\"","year":2025,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Biofilm; Quorum sensing; Acinetobacter baumannii; Virulence; Efflux; Whole genome sequencing; Genome; Bacteria","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":[0.00194294,0.001978979,0.001698872,0.003155078,0.0009696771,0.002327792,0.002183215,0.002413529,0.02453827],"category_scores_gemma":[0.007340738,0.0006731505,0.001726909,0.006140288,0.0005482236,0.0007520721,0.002057033,0.001768602,0.02379599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221034,"about_ca_system_score_gemma":0.002809923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01560995,"about_ca_topic_score_gemma":0.02694584,"domain_scores_codex":[0.9983879,0.0003234307,0.0002392378,0.0005729506,0.0002786045,0.0001978728],"domain_scores_gemma":[0.9978153,0.000948318,0.0002995317,0.0003942515,0.0003365757,0.0002059796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009264446,0.0001126465,0.01302899,0.009306376,0.000776305,0.000456961,0.000253715,0.002726185,0.00344701,0.001804856,0.9556054,0.0115551],"study_design_scores_gemma":[0.000752568,0.00009837125,0.03136615,0.001077012,0.0004419731,0.0004156519,0.0002325206,0.001167391,0.001847027,0.002187082,0.9603149,0.00009935584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0006160376,0.0001450462,0.0001221517,0.00004934901,0.00001518281,0.000009436782,0.9985741,0.0001584719,0.000310156],"genre_scores_gemma":[0.0006590751,0.00007403988,0.0003022818,0.00002549506,0.000002572311,0.00003689678,0.9987198,0.00003099039,0.0001489131],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02453827,"threshold_uncertainty_score":0.08208871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02649654944213519,"score_gpt":0.2528409952032429,"score_spread":0.2263444457611077,"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."}}