{"id":"W4205975706","doi":"10.1186/s13054-021-03853-6","title":"Mechanical power in pediatric acute respiratory distress syndrome: a PARDIE study","year":2022,"lang":"en","type":"article","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"Department of Anesthesiology and Critical Care Medicine, Johns Hopkins Medicine; National Institutes of Health; Children's Hospital Los Angeles; National Center for Advancing Translational Sciences; University of Southern California","keywords":"Medicine; Mechanical ventilation; Pediatric intensive care unit; Respiratory distress; Intensive care unit; Plateau pressure; Cohort study; Bronchopulmonary dysplasia; Retrospective cohort study; Tidal volume; Anesthesia; Emergency medicine; Internal medicine; Pediatrics; Respiratory system; Gestational age","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":[0.001075077,0.0004662271,0.0005290675,0.0005201788,0.0004102329,0.0007996971,0.0005718414,0.0004934415,0.001011249],"category_scores_gemma":[0.00187466,0.0004084796,0.001037888,0.001128024,0.000278145,0.0005973681,0.0007104923,0.0007491062,0.0001794393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918555,"about_ca_system_score_gemma":0.0005365504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006283235,"about_ca_topic_score_gemma":0.006007675,"domain_scores_codex":[0.9990632,0.0003301377,0.0000930913,0.0002693178,0.0001130858,0.0001311269],"domain_scores_gemma":[0.9984939,0.0002043728,0.0007436625,0.0001962646,0.0001275306,0.0002342645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001691402,0.00004694333,0.9986748,0.00001694111,0.0001121046,0.00008623082,0.00006152397,0.00002201274,0.00007326387,0.00002026382,0.0001076435,0.0006091724],"study_design_scores_gemma":[0.00003498913,0.0002247602,0.9987992,0.00001401861,0.00008028179,0.0002212345,0.0002557015,0.0001147923,0.00003484776,0.00001370782,0.0002016468,0.000004629446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998795,0.0002956671,0.00009225536,0.00005028458,0.000008243233,0.00001928464,0.0005295482,0.000001687107,0.0002080387],"genre_scores_gemma":[0.9987544,0.0002537395,0.0001450563,0.000063397,0.0000228779,0.00003556382,0.0006556693,0.000002447003,0.00006686723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006283235,"threshold_uncertainty_score":0.01249331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707830666545612,"score_gpt":0.3336373703538117,"score_spread":0.3065590636883556,"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."}}