{"id":"W4323309906","doi":"10.3389/fmed.2023.1155898","title":"Editorial: Lung monitoring in respiratory failure","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Intensive care medicine; Respiratory failure; Lung; Respiratory monitoring; Medicine; Respiratory system; 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":[0.004791823,0.004902815,0.003710147,0.00348405,0.002894412,0.006073773,0.00356959,0.01323236,0.0289331],"category_scores_gemma":[0.01758629,0.001106121,0.003014351,0.001087627,0.001703532,0.003910364,0.00145678,0.01589491,0.02442985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002589548,"about_ca_system_score_gemma":0.002046423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001081376,"about_ca_topic_score_gemma":0.00305025,"domain_scores_codex":[0.996807,0.0005755559,0.0004083304,0.0004377334,0.001500802,0.0002705999],"domain_scores_gemma":[0.9882771,0.003348809,0.0008029224,0.0003035821,0.00477543,0.002492189],"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":[0.00006192883,0.00001313041,0.00002365109,0.000163505,0.00001556268,0.0001401471,0.000005613534,0.000023813,0.0000464334,0.0001377975,0.9950513,0.004317193],"study_design_scores_gemma":[0.0001754597,0.00006319807,0.0004179929,0.0006063415,0.00008568715,0.0005537406,0.00003520536,0.0002580177,0.0001850555,0.001235078,0.9963565,0.00002786073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00003179325,0.00257892,0.00008261143,0.02244783,0.9732596,0.00002122924,0.00006197413,0.00006637862,0.001449658],"genre_scores_gemma":[0.0003485902,0.002260491,0.00006782512,0.01482462,0.9747837,0.00001775565,0.00003635587,0.00002607791,0.007634603],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0289331,"threshold_uncertainty_score":0.09679091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704435607847367,"score_gpt":0.3105275187197299,"score_spread":0.2934831626412562,"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."}}