{"id":"W4387600181","doi":"10.1128/spectrum.02807-23","title":"Natural transformation and cell division delay in competent <i>Staphylococcus aureus</i>","year":2023,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche; China Scholarship Council; York University","keywords":"Staphylococcus aureus; Transformation (genetics); Division (mathematics); Natural (archaeology); Cell division; Biology; Medicine; Cell; Genetics; Bacteria; Mathematics; Arithmetic; Gene","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":[0.0001095235,0.0001490944,0.000153021,0.0001787721,0.0001232703,0.000376797,0.0001635083,0.000252312,0.001407136],"category_scores_gemma":[0.0002170327,0.00009421352,0.0001267185,0.00008471509,0.0001603347,0.0002121935,0.0002463374,0.000396664,0.0003623841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004005902,"about_ca_system_score_gemma":0.0001691185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001756484,"about_ca_topic_score_gemma":0.0007666606,"domain_scores_codex":[0.9998686,0.00002317794,0.00001170649,0.00003398022,0.00003331399,0.00002929647],"domain_scores_gemma":[0.9996523,0.00009450373,0.00009801563,0.00002764705,0.00005583447,0.00007164592],"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":[0.0001090755,0.00002088946,0.0005957592,0.00001344992,0.000002151688,0.00004051672,0.00002072403,0.00006897959,0.9985776,0.0001016202,0.0000241717,0.0004251363],"study_design_scores_gemma":[0.00001484191,0.0005428414,0.0315209,0.000007110117,0.000008095474,0.0003217885,0.0001954115,0.005394194,0.9603559,0.0001698924,0.001457535,0.00001137382],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970796,0.0005894517,0.001177636,0.00003332207,0.000009325974,0.000007945631,0.0001556235,0.00003165309,0.0009154328],"genre_scores_gemma":[0.9984879,0.00008380171,0.0004509407,0.00001168265,0.000002677716,0.000007261344,0.0001978609,0.000008675571,0.0007492223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001756484,"threshold_uncertainty_score":0.004707396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007501693863460553,"score_gpt":0.2376142753930797,"score_spread":0.2301125815296191,"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."}}