{"id":"W2115626471","doi":"10.1164/rccm.2108052","title":"High-Frequency Oscillatory Ventilation for Acute Respiratory Distress Syndrome in Adults","year":2002,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":621,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Ventilation (architecture); Mean airway pressure; High-frequency ventilation; Anesthesia; Respiratory distress; Oxygenation; Mechanical ventilation; Fraction of inspired oxygen; Continuous positive airway pressure","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":[0.001959315,0.0006306526,0.001395666,0.0001993543,0.0003438264,0.0004359633,0.0004440093,0.001112977,0.0009183878],"category_scores_gemma":[0.003902402,0.0002273367,0.001257585,0.0002483269,0.0006555345,0.0003819642,0.0003029829,0.00104379,0.0001228249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003247271,"about_ca_system_score_gemma":0.0006300606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005210199,"about_ca_topic_score_gemma":0.0006663412,"domain_scores_codex":[0.9988797,0.000633096,0.0001570405,0.0001202117,0.000101136,0.0001087937],"domain_scores_gemma":[0.9978384,0.0007863192,0.0007719121,0.00009796541,0.00008280863,0.0004226272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7481968,0.01424492,0.1077222,0.00264941,0.003505786,0.0002711786,0.0002190439,0.0007909815,0.008829514,0.0002804478,0.001372496,0.1119172],"study_design_scores_gemma":[0.5034962,0.3145736,0.1736511,0.0004524279,0.001850688,0.0004828727,0.0001482134,0.001446405,0.001861746,0.0003132269,0.001684417,0.00003894881],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893232,0.009126966,0.0003626086,0.0002834373,0.0001594627,0.0003863919,0.00007397048,0.00001209424,0.0002718184],"genre_scores_gemma":[0.9949104,0.002324613,0.0008749485,0.000466723,0.0004092838,0.0007507266,0.0001887909,0.000001781398,0.00007274484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001959315,"threshold_uncertainty_score":0.01036197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02063857261658288,"score_gpt":0.309017265986142,"score_spread":0.2883786933695591,"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."}}