{"id":"W1977342232","doi":"10.1542/peds.2008-1211","title":"A Prospective Study of Ventilator-Associated Pneumonia in Children","year":2009,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":192,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"National Center for Research Resources; National Heart, Lung, and Blood Institute; Centers for Disease Control and Prevention","keywords":"Medicine; Pneumonia; Mechanical ventilation; Ventilator-associated pneumonia; Prospective cohort study; Emergency medicine; Intensive care medicine; Enteral administration; Pediatrics; Parenteral nutrition; Internal medicine","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":[0.0001931607,0.00009874217,0.0002666283,0.0002775123,0.00003146383,0.000006156791,0.00006311873,0.00008071442,0.00001321685],"category_scores_gemma":[0.0003085919,0.00009767319,0.00005378331,0.001011518,0.00001452512,0.00004511976,0.00002232898,0.0002504461,0.00001142388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001889117,"about_ca_system_score_gemma":0.00006369215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391926,"about_ca_topic_score_gemma":0.00004120088,"domain_scores_codex":[0.9990864,0.00003595441,0.0002938036,0.0001829608,0.0002361526,0.0001647465],"domain_scores_gemma":[0.9994782,0.00003720869,0.0001219762,0.0002010458,0.0001115136,0.00005003334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003620947,0.003467361,0.9949596,0.000004296399,0.00002485686,0.000008776537,0.0005126352,0.00001542903,0.0003319048,0.0000295301,0.0002748277,0.0003345576],"study_design_scores_gemma":[0.002255463,0.001414646,0.9954575,0.000007850605,0.000136589,0.00000898541,0.00008608565,0.000005007482,0.0002890521,0.0002541015,0.000006771706,0.0000779378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976603,0.0001220299,0.000002764062,0.00004628029,0.00009790994,0.001025312,0.000004583378,0.00005883281,0.0009819221],"genre_scores_gemma":[0.9996034,0.00004950892,0.00005767414,0.00003633653,0.0001695638,0.0000172878,0.000005066042,0.00001080375,0.0000503903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002219253,"threshold_uncertainty_score":0.3982997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00826472714930417,"score_gpt":0.2815998674642978,"score_spread":0.2733351403149936,"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."}}