{"id":"W2136306215","doi":"10.1093/infdis/jis279","title":"Illness Severity in Community-Onset Invasive Staphylococcus aureus Infection and the Presence of Virulence Genes","year":2012,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"Royal Perth Hospital Medical Research Foundation","keywords":"Virulence; Genotype; Staphylococcus aureus; Panton–Valentine leukocidin; Multilocus sequence typing; Microbiology; Leukocidin; Biology; Bacterial adhesin; Staphylococcal infections; Methicillin-resistant Staphylococcus aureus; Enterotoxin; clone (Java method); Virology; Medicine; Gene; Bacteria; Genetics; Escherichia coli","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":[0.0006048933,0.0004176483,0.0002902939,0.0009637976,0.0002609031,0.000399147,0.0001713136,0.0004304884,0.001441567],"category_scores_gemma":[0.003050437,0.0001450823,0.0002481153,0.0006668647,0.0003832553,0.0003171077,0.0004335536,0.0003249095,0.0002258315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002362752,"about_ca_system_score_gemma":0.0002817847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009192077,"about_ca_topic_score_gemma":0.00112901,"domain_scores_codex":[0.9994343,0.0001179626,0.00008065294,0.00009215582,0.0001794093,0.00009551958],"domain_scores_gemma":[0.9969134,0.0005503346,0.001520257,0.00009125308,0.0004249205,0.0004997532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001922948,0.00003314676,0.9943856,0.00001603613,0.00001991008,0.0001263882,0.000044142,0.00006714631,0.003592824,0.000008630488,0.00004342906,0.00147059],"study_design_scores_gemma":[0.000002540329,0.0001343664,0.9988146,0.000003683841,0.000009180975,0.0005459193,0.00006572642,0.0001499311,0.0002251745,0.00001720548,0.00002920439,0.000002479758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995678,0.00008031629,0.0001220622,0.00001347076,0.000001706693,0.000005580656,0.00004979082,0.000002224831,0.0001570059],"genre_scores_gemma":[0.9995955,0.00003384247,0.0001640865,0.00000647557,0.000006314992,0.000003667952,0.0001595721,9.989615e-7,0.00002959324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001441567,"threshold_uncertainty_score":0.004822552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01240467346786359,"score_gpt":0.2724284447767119,"score_spread":0.2600237713088482,"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."}}