{"id":"W1981975315","doi":"10.1097/mcc.0b013e32833500bc","title":"Ventilatory support for acute respiratory failure: new and ongoing pathophysiological, diagnostic and therapeutic developments","year":2009,"lang":"en","type":"review","venue":"Current Opinion in Critical Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; Acute respiratory distress; Acute respiratory failure; Extracorporeal; Respiratory failure; Pathophysiology; Mechanical ventilation; Ventilation (architecture); Lung; Internal medicine","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":[0.00142092,0.00117012,0.002075703,0.001697793,0.0002802112,0.001019954,0.001347641,0.001569627,0.003356896],"category_scores_gemma":[0.001510252,0.0002400972,0.0004823143,0.001738403,0.0007093908,0.002073974,0.0005409095,0.001864788,0.003476768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005534376,"about_ca_system_score_gemma":0.001128404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004991188,"about_ca_topic_score_gemma":0.0007325261,"domain_scores_codex":[0.999667,0.00007088455,0.00007261289,0.00005245175,0.0001135241,0.00002346004],"domain_scores_gemma":[0.9990144,0.0005362793,0.00012384,0.00002334226,0.0002220921,0.00007997068],"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":[0.00007392945,0.00008150726,0.0002243299,0.01737432,0.0000836544,0.0004753456,0.00006579988,0.0002472312,0.00183265,0.001701558,0.02103012,0.9568096],"study_design_scores_gemma":[0.0000655239,0.0003488075,0.002223543,0.008294594,0.0002409422,0.006616783,0.0002126628,0.0002210683,0.0008353294,0.002846436,0.9780508,0.00004342193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000793987,0.9987534,0.0001544169,0.0003755173,0.0002578041,0.000003749347,0.000005439941,0.00000682436,0.0003635265],"genre_scores_gemma":[0.0004506152,0.9984584,0.0002812133,0.0001770347,0.0004582134,0.000006449417,0.00001209505,0.000001303506,0.0001547947],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003356896,"threshold_uncertainty_score":0.01122993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2491961869140304,"score_gpt":0.4866841129331278,"score_spread":0.2374879260190974,"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."}}