{"id":"W2185906258","doi":"10.1097/aln.0000000000000916","title":"Visualizing the Propagation of Acute Lung Injury","year":2015,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Medicine; Lung; Mechanical ventilation; Ventilation (architecture); Anesthesia; Tidal volume; Oxygenation; Strain (injury); Respiratory distress; Respiratory system; Cardiology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000208722,0.0003288306,0.0001130265,0.0004543378,0.0001118481,0.0002528664,0.0001927239,0.0003375367,0.001160623],"category_scores_gemma":[0.000258285,0.0001598676,0.0001384352,0.0001248375,0.0002215393,0.0002970667,0.0002688353,0.0004404711,0.0002162721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001633536,"about_ca_system_score_gemma":0.0002105766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004074702,"about_ca_topic_score_gemma":0.0004798133,"domain_scores_codex":[0.999926,0.00001139709,0.000005998393,0.00001595035,0.00002316344,0.00001760588],"domain_scores_gemma":[0.9998035,0.00003799852,0.00005747364,0.0000123625,0.00003867354,0.00005010636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0002216398,0.00003736026,0.007137682,0.00006156875,0.00000897055,0.0001552223,0.00003379921,0.0001044875,0.9871528,0.00004721356,0.00005375333,0.004985717],"study_design_scores_gemma":[0.00006247162,0.003768918,0.1454251,0.0000691788,0.00008580342,0.0053762,0.0001893951,0.005752642,0.8372106,0.0002456445,0.001788284,0.00002576001],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857313,0.001522794,0.01187505,0.0000631022,0.00001481437,0.0000311948,0.00005584821,0.00008830545,0.0006176636],"genre_scores_gemma":[0.9839693,0.0009335016,0.01409369,0.00004448134,0.00002123958,0.00002644042,0.000125628,0.00001232322,0.0007733385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001160623,"threshold_uncertainty_score":0.003882647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035424431303499,"score_gpt":0.3306159149271721,"score_spread":0.2951914836236731,"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."}}