{"id":"W2148638691","doi":"10.1186/s13054-014-0464-6","title":"High-frequency oscillatory ventilation in adults: handle with care","year":2014,"lang":"en","type":"letter","venue":"Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Medicine; ARDS; High-frequency ventilation; Randomized controlled trial; Intensive care medicine; Ventilation (architecture); Acute respiratory distress; Mechanical ventilation; Meta-analysis; Emergency medicine; Anesthesia; Internal medicine; Lung","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":[0.01028692,0.0005498913,0.00168123,0.0009782093,0.001682149,0.002551493,0.001571441,0.02159492,0.004406947],"category_scores_gemma":[0.1106807,0.0005743002,0.001520482,0.001260615,0.001362471,0.003220927,0.001329447,0.01510227,0.00285809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003501187,"about_ca_system_score_gemma":0.003941052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004559965,"about_ca_topic_score_gemma":0.008379126,"domain_scores_codex":[0.9886335,0.005410356,0.002650302,0.0009040537,0.001998446,0.0004034337],"domain_scores_gemma":[0.9333473,0.04766484,0.005123014,0.00122429,0.01034478,0.002295874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002856207,0.00004863994,0.004159528,0.00117459,0.0002357816,0.001052309,0.0001472072,0.00008352628,0.0001491278,0.001534572,0.9413638,0.04976523],"study_design_scores_gemma":[0.002678144,0.0005684446,0.01004467,0.0114532,0.001520982,0.007654735,0.001043703,0.001739158,0.0007448003,0.02430068,0.9380452,0.0002063147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004081149,0.006345663,0.00009799985,0.9833813,0.009001519,0.00001255427,0.0000768766,0.000008654055,0.0006673529],"genre_scores_gemma":[0.008291102,0.008255982,0.0004549731,0.9286326,0.05335042,0.00005866135,0.00006255065,0.00001276702,0.0008809749],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02159492,"threshold_uncertainty_score":0.05440307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155764920692608,"score_gpt":0.2715473129606505,"score_spread":0.2559708208913897,"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."}}