{"id":"W2724275578","doi":"10.1177/0885066617714770","title":"High-Frequency Ventilation Modalities as Salvage Therapy for Smoke Inhalation–Associated Acute Lung Injury: A Systematic Review","year":2017,"lang":"en","type":"review","venue":"Journal of Intensive Care Medicine","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"NIH Clinical Center; National Institutes of Health","keywords":"Medicine; Smoke inhalation; Inhalation; Intensive care medicine; High-frequency ventilation; Anesthesia; Modalities; Mechanical ventilation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004274679,0.001383163,0.00949392,0.004997749,0.0005461958,0.00199475,0.001617802,0.00183398,0.003972741],"category_scores_gemma":[0.01638244,0.0007824666,0.01275637,0.004874448,0.0005931528,0.00153261,0.0009931154,0.0009188614,0.0002392558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002260974,"about_ca_system_score_gemma":0.005713813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006021874,"about_ca_topic_score_gemma":0.01705259,"domain_scores_codex":[0.996793,0.001027288,0.001226739,0.0002927017,0.0005251544,0.0001351688],"domain_scores_gemma":[0.9901599,0.006761737,0.001996316,0.0001342925,0.0008099221,0.0001377877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005175443,0.0000331431,0.0008514663,0.9482218,0.02439773,0.00007893734,0.00009162264,0.0001137481,0.0001574595,0.00008804519,0.0006059929,0.02484259],"study_design_scores_gemma":[0.0009422512,0.0006587381,0.006290712,0.643532,0.337865,0.0004121946,0.0002134307,0.0002007619,0.0002623003,0.000256498,0.009312138,0.00005398099],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001793711,0.9974,0.0001015138,0.0001014332,0.00006032062,0.0002265142,0.0001604795,0.000006492009,0.0001494329],"genre_scores_gemma":[0.02719415,0.970946,0.0005156752,0.0003831926,0.0001034703,0.0005543344,0.0001986935,0.000004885717,0.00009968589],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00949392,"threshold_uncertainty_score":0.02260697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07891462616157666,"score_gpt":0.4198806971707771,"score_spread":0.3409660710092004,"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."}}