{"id":"W2897603516","doi":"10.1016/s2213-2600(18)30344-8","title":"Paediatric acute respiratory distress syndrome incidence and epidemiology (PARDIE): an international, observational study","year":2018,"lang":"en","type":"article","venue":"The Lancet Respiratory Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":423,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"National Center for Advancing Translational Sciences; National Heart, Lung, and Blood Institute; Fonds de Recherche en Santé Respiratoire; National Institutes of Health; Fondation CHU de Québec; Society for Neuroscience in Anesthesiology and Critical Care; University Anesthesiology and Critical Care Medicine Foundation; Centre Hospitalier Universitaire de Québec; Southern California Clinical and Translational Science Institute; Children's Hospital Los Angeles","keywords":"Medicine; Incidence (geometry); Observational study; Epidemiology; Respiratory distress; Intensive care medicine; Pediatrics; Internal medicine; Emergency medicine; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005205223,0.0004035784,0.001174592,0.0002826579,0.0003666158,0.00002261677,0.0007246172,0.0001900494,0.0005548094],"category_scores_gemma":[0.001612389,0.0002516205,0.0000823911,0.0004857811,0.001044638,0.0003858659,0.000262564,0.0005796478,0.00008387593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001023443,"about_ca_system_score_gemma":0.0002106452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000484077,"about_ca_topic_score_gemma":0.00007008828,"domain_scores_codex":[0.9960365,0.0007592656,0.001006503,0.0008199909,0.0007464942,0.0006312726],"domain_scores_gemma":[0.9967009,0.0005396035,0.0004312126,0.001405956,0.0004581075,0.0004641596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007685802,0.0002237845,0.9723169,0.00004322502,0.0003469409,0.0005816308,0.0008258665,0.000001313459,0.003340036,0.00175879,0.01405095,0.005741999],"study_design_scores_gemma":[0.003752506,0.006208133,0.8454776,0.00009520677,0.0003851799,0.0002754173,0.0006744726,0.00006840195,0.0001310596,0.000633378,0.1420407,0.0002579273],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888597,0.001648672,0.000236605,0.005118808,0.001254559,0.001049685,0.00004203821,0.0001768143,0.001613081],"genre_scores_gemma":[0.9653682,0.0001401927,0.0002931852,0.02645836,0.007167915,0.0001487213,0.00004993135,0.00005205786,0.0003214597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1279898,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2483626335650221,"score_gpt":0.4279623525289042,"score_spread":0.1795997189638821,"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."}}