{"id":"W3199163281","doi":"10.4187/respcare.09091","title":"Epidemiology and Outcomes of ARDS After Pediatric Trauma","year":2021,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Medicine; ARDS; Incidence (geometry); Cohort; Epidemiology; Cohort study; Injury Severity Score; Emergency medicine; Intensive care medicine; Poison control; Internal medicine; Injury prevention; Lung","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002780812,0.000443558,0.004146006,0.0002655452,0.00004379671,0.000001857215,0.00008785386,0.0004519881,0.0001433257],"category_scores_gemma":[0.0004424917,0.0003149745,0.001018511,0.000278407,0.0001187568,0.00002170906,0.000112717,0.0003876844,0.00001468546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008631634,"about_ca_system_score_gemma":0.0003681043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000993005,"about_ca_topic_score_gemma":0.00002264004,"domain_scores_codex":[0.9976218,0.0003409717,0.000998507,0.0005217668,0.000186526,0.0003304628],"domain_scores_gemma":[0.9984524,0.0003415596,0.0002801899,0.0005123739,0.0002550662,0.0001583871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006636916,0.0000209338,0.08607254,0.04808785,0.0004011106,0.0001168205,0.0002331362,2.128857e-8,5.922976e-8,0.00004456225,0.001130965,0.8638853],"study_design_scores_gemma":[0.0002501169,0.0001511566,0.04608807,0.002283676,0.003280625,0.0000206743,0.0002567366,2.26547e-9,6.042982e-7,0.000002308972,0.947426,0.0002399914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001835536,0.9951393,0.000001537023,0.00001889525,0.0005178091,0.0004343967,0.000162596,0.00003211082,0.00185782],"genre_scores_gemma":[0.0006317055,0.9981312,0.0000915897,0.0002592585,0.0004991862,0.0001443234,0.00004658017,0.00005499589,0.0001411619],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9462951,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.108649998184595,"score_gpt":0.4170181617249166,"score_spread":0.3083681635403216,"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."}}