{"id":"W1999159800","doi":"10.1007/s00330-008-1105-8","title":"Use of dynamic CT in acute respiratory distress syndrome (ARDS) with comparison of positive and negative pressure ventilation","year":2008,"lang":"en","type":"article","venue":"European Radiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; University of Toronto; Toronto Metropolitan University; Hospital for Sick Children","funders":"","keywords":"ARDS; Atelectasis; Medicine; Ventilation (architecture); Lung; Anesthesia; Oxygenation; Mechanical ventilation; Respiratory distress; Respiratory system; Expiration; 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":[0.001131383,0.000678722,0.0009851421,0.0009900937,0.0002849349,0.0008599099,0.0005293142,0.0007898005,0.001325546],"category_scores_gemma":[0.007095515,0.0002359886,0.0003975893,0.0008225744,0.000495463,0.001170421,0.0004228258,0.0007979509,0.0001516781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003659956,"about_ca_system_score_gemma":0.0005257296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135538,"about_ca_topic_score_gemma":0.001102767,"domain_scores_codex":[0.9992866,0.0003432724,0.00007536071,0.0001040138,0.0001219778,0.0000687578],"domain_scores_gemma":[0.9969738,0.00196953,0.0003683443,0.0001149333,0.0002889613,0.0002845541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07945352,0.001542504,0.6912057,0.001064587,0.0008367561,0.003391693,0.0007145768,0.002539542,0.04721821,0.0006563542,0.000979924,0.1703966],"study_design_scores_gemma":[0.001683656,0.02804562,0.9137145,0.0003549561,0.00176082,0.01114998,0.001198737,0.009846883,0.02698734,0.0007868638,0.004323067,0.0001476553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894908,0.006267694,0.001092712,0.0003522375,0.0001107273,0.00004012357,0.0001388078,0.00001778687,0.002489081],"genre_scores_gemma":[0.9964399,0.001930521,0.001154383,0.00008557909,0.00008323105,0.00002042105,0.00008658515,0.0000113644,0.000188058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001325546,"threshold_uncertainty_score":0.005983412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058112788428858,"score_gpt":0.2793915612528378,"score_spread":0.2488104333685492,"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."}}