{"id":"W2328476620","doi":"10.1097/sa.0b013e3182aa9180","title":"High-Frequency Oscillation in Early Acute Respiratory Distress Syndrome","year":2013,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":331,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University Health Network; University of Toronto; Hamilton Health Sciences; McMaster University; Université de Sherbrooke","funders":"","keywords":"Medicine; Acute respiratory distress; Respiratory distress; Oscillation (cell signaling); Distress; Respiratory system; Intensive care medicine; Cardiology; Internal medicine; Anesthesia; Lung; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001033718,0.0001384615,0.0004586208,0.0003196945,0.0001925884,0.0003262376,0.0001768793,0.0003626638,0.004907981],"category_scores_gemma":[0.004359535,0.00005868112,0.0002372493,0.0005547413,0.0001163992,0.0002450174,0.0001664238,0.0005854272,0.0004608519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000194412,"about_ca_system_score_gemma":0.000409926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001941846,"about_ca_topic_score_gemma":0.004453146,"domain_scores_codex":[0.9996532,0.0001746256,0.0000467062,0.00002307278,0.00007170354,0.00003061233],"domain_scores_gemma":[0.9983296,0.0008170363,0.0003082758,0.00005142724,0.0002633299,0.0002303111],"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":[0.02143476,0.0009213369,0.3776562,0.002317171,0.0005580676,0.0002917054,0.0001566813,0.0002218811,0.0009915603,0.0006630706,0.1033799,0.4914077],"study_design_scores_gemma":[0.004143377,0.002300979,0.9623724,0.00196653,0.000836265,0.0004867565,0.0002048703,0.0002564591,0.0002692579,0.0006972913,0.0264388,0.00002698528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.6476195,0.2746599,0.0006176314,0.03080635,0.004284066,0.0004071842,0.0071107,0.00003813921,0.03445662],"genre_scores_gemma":[0.8853192,0.09704541,0.000906669,0.004198239,0.004489211,0.0002864918,0.003036683,0.000009893732,0.004708144],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.004907981,"threshold_uncertainty_score":0.01641887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950237046551887,"score_gpt":0.2692698184529098,"score_spread":0.2397674479873909,"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."}}