{"id":"W2314940814","doi":"10.1097/sa.0000000000000205","title":"Assisted Ventilation in Patients With Acute Respiratory Distress Syndrome","year":2016,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; ARDS; Acute respiratory distress; Mechanical ventilation; Diaphragm (acoustics); Weakness; Intensive care medicine; Ventilation (architecture); Respiratory distress; Respiratory system; Assisted ventilation; Anesthesia; Lung; Internal medicine; Surgery","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":[0.0002386962,0.0001424275,0.0002497923,0.0004205219,0.0002457869,0.0003188483,0.0001614671,0.0003773139,0.002089506],"category_scores_gemma":[0.001636454,0.00007700764,0.0002143667,0.0004959988,0.0001487146,0.0003453831,0.0002745007,0.0006164725,0.0002758232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421777,"about_ca_system_score_gemma":0.0002814018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007888148,"about_ca_topic_score_gemma":0.001247301,"domain_scores_codex":[0.9997304,0.00008346474,0.0000427914,0.00002105844,0.00006313499,0.00005910706],"domain_scores_gemma":[0.9996444,0.00008103738,0.0001351105,0.000008520434,0.00004506682,0.00008588043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002292329,0.00009838847,0.9604574,0.0001954999,0.00006414012,0.002965851,0.0002046979,0.00006532719,0.0003736366,0.0001683306,0.002921896,0.0322555],"study_design_scores_gemma":[0.00003709417,0.0003784301,0.9817809,0.0003650618,0.00007793406,0.01102934,0.000975248,0.0003150991,0.0001289847,0.0003185198,0.004580771,0.00001260528],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9371156,0.04828826,0.0004375428,0.003903845,0.0005157602,0.0000492558,0.0003889178,0.00002177445,0.009279094],"genre_scores_gemma":[0.9903432,0.008286954,0.0001349864,0.000420037,0.0002301727,0.00001553595,0.0002336621,0.000001870172,0.0003335725],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002089506,"threshold_uncertainty_score":0.006990075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631827869228798,"score_gpt":0.2636613215544115,"score_spread":0.2373430428621235,"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."}}