{"id":"W1970377274","doi":"10.1097/ccm.0b013e31826ab1f2","title":"Imaging the Interaction of Atelectasis and Overdistension in Surfactant-Depleted Lungs*","year":2012,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Neonatal Respiratory Health Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Heart, Lung, and Blood Institute","keywords":"Atelectasis; Medicine; Pulmonary surfactant; Mechanical ventilation; Lung; Effective diffusion coefficient; Oxygenation; Saline; Positive end-expiratory pressure; Ventilation (architecture); Anesthesia; Magnetic resonance imaging; Lung volumes; Internal medicine; Radiology; Chemistry","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":[0.0003482201,0.0001957936,0.0002162235,0.0003875172,0.0001059706,0.0001919449,0.0002304327,0.0004497945,0.0005878936],"category_scores_gemma":[0.0003728438,0.0002114537,0.000078119,0.0001136006,0.0002440687,0.000312493,0.0002193766,0.0002959503,0.0001041972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616099,"about_ca_system_score_gemma":0.0002147519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004146136,"about_ca_topic_score_gemma":0.0007827205,"domain_scores_codex":[0.9999381,0.00001610674,0.000004835505,0.00001366638,0.00001247004,0.00001469823],"domain_scores_gemma":[0.9998035,0.00005035541,0.00005512636,0.00001147914,0.00003407292,0.0000454396],"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":[0.0006781035,0.00006209088,0.007332571,0.00005950006,0.00001102651,0.0002428127,0.00002065331,0.0001123549,0.9862567,0.00004974324,0.0000423511,0.005132089],"study_design_scores_gemma":[0.0001625796,0.005620364,0.2977839,0.00004672099,0.0001383655,0.00741114,0.0003276824,0.01352593,0.6730064,0.0004045017,0.001544235,0.00002803994],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947278,0.0007803943,0.004182083,0.00006064305,0.000003405907,0.0000172757,0.00002896363,0.00002545494,0.0001739446],"genre_scores_gemma":[0.9891459,0.0007880891,0.009299668,0.00007691611,0.0000138161,0.00004139317,0.000100586,0.00001167795,0.0005220187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005878936,"threshold_uncertainty_score":0.001966655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05625504948437188,"score_gpt":0.4273339209684319,"score_spread":0.37107887148406,"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."}}