{"id":"W2028984681","doi":"10.2350/08-09-0531.1","title":"Fatal Cases of <i>Staphylococcus Aureus</i> Pleural Empyema in Infants","year":2009,"lang":"en","type":"article","venue":"Pediatric and Developmental Pathology","topic":"Antimicrobial Resistance in Staphylococcus","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Empyema; Staphylococcus aureus; Medicine; Leukocidin; Pneumonia; Panton–Valentine leukocidin; Respiratory distress; Antibiotics; Virulence; Microbiology; Internal medicine; Methicillin-resistant Staphylococcus aureus; Pathology; Surgery; Biology; Gene; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001554143,0.0002051565,0.0004747884,0.0003085852,0.0000475702,0.000006532402,0.00008497785,0.0001560594,0.0000432755],"category_scores_gemma":[0.0002086143,0.0001877739,0.00005744937,0.0004021346,0.0001403,0.0000821672,0.00006787719,0.0002002204,0.00001563442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005760866,"about_ca_system_score_gemma":0.000192116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002558705,"about_ca_topic_score_gemma":0.00003678805,"domain_scores_codex":[0.9985757,0.00003560529,0.0005068918,0.0003413133,0.0001687706,0.0003717533],"domain_scores_gemma":[0.9994532,0.0001184805,0.0001242827,0.0001301051,0.00005187617,0.0001219936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005885926,0.0002473379,0.9515141,0.0001027066,0.00001002018,0.002428449,0.0007143752,9.044221e-7,0.03578314,0.00008472103,0.002001403,0.006524272],"study_design_scores_gemma":[0.002033899,0.0003761744,0.9910505,0.00003010359,0.00003876502,0.0006902656,0.0003544958,0.000003017001,0.004663263,0.0001536648,0.00037443,0.000231425],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959852,0.001363039,0.00003835556,0.000174116,0.00009923988,0.0003012418,0.00003339288,0.00003134635,0.001974131],"genre_scores_gemma":[0.9948581,0.0006606761,0.003549953,0.0006476316,0.0001064279,0.00000735311,0.00002826434,0.000012279,0.0001292509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03953642,"threshold_uncertainty_score":0.7657195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0142326347352904,"score_gpt":0.2658766850133126,"score_spread":0.2516440502780222,"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."}}