{"id":"W2894320882","doi":"10.1097/pcc.0000000000001720","title":"Ventilator-Associated Pneumonia and Events in Pediatric Intensive Care: A Single Center Study","year":2018,"lang":"en","type":"article","venue":"Pediatric Critical Care Medicine","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Ventilator-associated pneumonia; Pneumonia; Mechanical ventilation; Intensive care; Intensive care medicine; Infection control; Emergency medicine; Pediatrics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001648252,0.0006145868,0.001112478,0.001527153,0.0009428756,0.001173512,0.0007709802,0.0008604907,0.002206788],"category_scores_gemma":[0.004438061,0.000798591,0.0009263349,0.002381481,0.0005652439,0.001444818,0.0009837047,0.0009728131,0.0003824137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008464939,"about_ca_system_score_gemma":0.001139632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005007972,"about_ca_topic_score_gemma":0.005236323,"domain_scores_codex":[0.9979836,0.000682139,0.0002418947,0.0004547385,0.0003721498,0.0002655187],"domain_scores_gemma":[0.9948559,0.0009391317,0.002369053,0.0003433095,0.0004724059,0.001020279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001154976,0.00007697562,0.9991022,0.00001026353,0.00003890483,0.0001363803,0.00007718194,0.00001717886,0.0000425066,0.000005949584,0.00004929583,0.000327676],"study_design_scores_gemma":[0.00006937355,0.000769395,0.9968599,0.00002203475,0.00006140994,0.001318815,0.0004889098,0.0001781979,0.00004993922,0.00001351158,0.0001555045,0.00001298657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999302,0.0001892697,0.00007345257,0.00002650241,0.000006015725,0.0000286599,0.000224241,0.00000285955,0.000146974],"genre_scores_gemma":[0.9991475,0.0001819585,0.0001447318,0.0000347158,0.0000328466,0.00004267897,0.0003728565,0.000002774186,0.00003973476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005007972,"threshold_uncertainty_score":0.009957671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02684707261878312,"score_gpt":0.3481199020392837,"score_spread":0.3212728294205006,"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."}}