{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003506041,0.0002063827,0.000457189,0.0002115062,0.0001864701,0.00002359956,0.0002047505,0.00009087877,0.00150024],"category_scores_gemma":[0.0002496623,0.0001983051,0.0001561184,0.0004535826,0.00004526315,0.00006973659,0.0003341467,0.0006913492,0.00005222838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000216853,"about_ca_system_score_gemma":0.0002082757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005013439,"about_ca_topic_score_gemma":0.000008337869,"domain_scores_codex":[0.9975831,0.0002225888,0.0004119977,0.0005468882,0.0007453574,0.0004900849],"domain_scores_gemma":[0.9988824,0.00009801451,0.00002744641,0.0005164962,0.0001190841,0.0003565652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00203503,0.007378737,0.7897476,0.001096444,0.0002276171,0.1676685,0.006507795,0.000007289229,0.002725669,0.01205661,0.006407382,0.004141303],"study_design_scores_gemma":[0.02458885,0.05252962,0.6596889,0.0001192653,0.003889696,0.002477371,0.1739285,0.00004449848,0.00181433,0.002050362,0.0760629,0.002805716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956325,0.0008882593,0.00003719194,0.0003040933,0.000632937,0.0007499891,0.0001204385,0.00009501297,0.001539554],"genre_scores_gemma":[0.9980472,0.00000223964,0.00005687451,0.001243514,0.00009961818,0.0003678027,0.00003193912,0.00004232349,0.0001084518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1674207,"threshold_uncertainty_score":0.9994125,"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."}}