{"id":"W3030745188","doi":"10.4187/respcare.07467","title":"Lung Volume Measurement and Ventilation Distribution During Invasive Mechanical Ventilation","year":2020,"lang":"en","type":"review","venue":"Respiratory Care","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Ventilation (architecture); Lung volumes; Mechanical ventilation; Functional residual capacity; Lung; Pulmonary compliance; Intensive care medicine; Electrical impedance tomography; Anesthesia; Radiology; Tomography; Internal medicine; Mechanical engineering","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":[0.0008176215,0.0007720903,0.00178908,0.002602873,0.0001678317,0.001228719,0.0008889833,0.001080388,0.00234113],"category_scores_gemma":[0.00190638,0.0002626825,0.0008877013,0.002141656,0.000692415,0.001486855,0.0006002883,0.001247675,0.001041221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005513794,"about_ca_system_score_gemma":0.001043829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001374634,"about_ca_topic_score_gemma":0.001722308,"domain_scores_codex":[0.9994828,0.0001070737,0.0001036393,0.0001005187,0.000178654,0.00002740868],"domain_scores_gemma":[0.999138,0.0005383631,0.0001522523,0.00001757217,0.0001333897,0.00002044405],"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":[0.0001000968,0.000052188,0.0008349419,0.05644939,0.0002897469,0.0001778576,0.0000926888,0.0004344941,0.00185268,0.002930543,0.007937112,0.9288483],"study_design_scores_gemma":[0.00004332355,0.0004287556,0.01438943,0.03513932,0.0009836577,0.006601922,0.0002707423,0.0004018808,0.002358257,0.004907288,0.9343773,0.00009801325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001083831,0.9991702,0.00009598555,0.00008924068,0.00006193736,0.000003345458,0.00001594258,0.000002755541,0.0004522595],"genre_scores_gemma":[0.001236756,0.9982483,0.0001484489,0.00007722962,0.00008866317,0.000007560794,0.00002837009,0.000001010979,0.0001635987],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002602873,"threshold_uncertainty_score":0.007831812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05837109876212209,"score_gpt":0.3153717868772937,"score_spread":0.2570006881151716,"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."}}