{"id":"W2110445852","doi":"10.1097/inf.0b013e31818bfeb4","title":"A New Twist on an Old Problem","year":2008,"lang":"en","type":"letter","venue":"The Pediatric Infectious Disease Journal","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; SickKids Foundation; Toronto General Hospital; University of Toronto; University Health Network; Hospital for Sick Children; Ministry of Health and Long Term Care; Mount Sinai Hospital","funders":"","keywords":"Medicine; Meningitis; Ceftriaxone; Glasgow Coma Scale; Streptococcus pneumoniae; Lumbar puncture; Septic shock; Pneumonia; Brain abscess; Pediatrics; Surgery; Internal medicine; Sepsis; Antibiotics; Abscess; Cerebrospinal fluid; Microbiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002662087,0.0005903955,0.0005770538,0.000755522,0.001155394,0.0001840802,0.0003196773,0.0005560463,0.0005873262],"category_scores_gemma":[0.0001700238,0.0003677997,0.0007439721,0.0005765015,0.00009966295,0.0001518428,0.00005010978,0.006147222,0.0006103742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004136311,"about_ca_system_score_gemma":0.002570537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000583695,"about_ca_topic_score_gemma":0.000004571899,"domain_scores_codex":[0.9968176,0.0003632393,0.000631967,0.0004449153,0.001001653,0.0007405871],"domain_scores_gemma":[0.9971253,0.0001894978,0.0005458614,0.0008150639,0.0002568307,0.001067458],"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":[0.00007859832,0.0003108045,0.0497658,0.0001270106,0.0001903086,0.004308471,0.0001237371,0.00009888937,0.000006580292,0.00001034245,0.9443838,0.0005956463],"study_design_scores_gemma":[0.002206092,0.001594662,0.02742671,0.0001094536,0.00331741,0.02179733,0.000008253995,0.00001810695,0.000001003708,0.001198845,0.9416674,0.0006547449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1827412,0.001139227,0.0002996139,0.7903702,0.005672667,0.002106848,0.0001247873,0.0007659541,0.01677952],"genre_scores_gemma":[0.01949532,0.003314499,0.0000366387,0.81866,0.1423205,0.00007306442,0.00007281771,0.0002421292,0.01578508],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1632459,"threshold_uncertainty_score":0.9998774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01420807686445927,"score_gpt":0.2581980072027785,"score_spread":0.2439899303383193,"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."}}