{"id":"W2125163509","doi":"10.1164/ajrccm.162.1.9903120","title":"Biologically Variable or Naturally Noisy Mechanical Ventilation Recruits Atelectatic Lung","year":2000,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Atelectasis; Medicine; Lung; Tidal volume; Mechanical ventilation; Ventilation (architecture); Lung volumes; Respiratory system; Anesthesia; Pulmonary compliance; Internal medicine; Physics; Thermodynamics","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":[0.0004096602,0.0003259805,0.0004801308,0.0002026414,0.0001142978,0.0003824118,0.0004085232,0.0003781861,0.0005228993],"category_scores_gemma":[0.0005687876,0.0001855089,0.0003455353,0.00008066108,0.0006398039,0.0002785122,0.0006234727,0.0006747725,0.0001137845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983695,"about_ca_system_score_gemma":0.0002115368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004743141,"about_ca_topic_score_gemma":0.00102668,"domain_scores_codex":[0.9996729,0.00007231091,0.00001780152,0.0000582642,0.00008447361,0.00009427883],"domain_scores_gemma":[0.9996866,0.0001034596,0.00005965303,0.0000470372,0.00001217446,0.00009109595],"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":[0.001121089,0.0002829495,0.001372662,0.00005217484,0.00001634526,0.00009135486,0.00004445521,0.0005645129,0.993021,0.00005865783,0.00003841375,0.003336443],"study_design_scores_gemma":[0.0002658758,0.03558449,0.05368855,0.00003983813,0.00009895414,0.0008489254,0.0002600836,0.01643305,0.8909888,0.0002330785,0.001524029,0.00003423852],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989066,0.0001823536,0.0007281376,0.00002014436,0.00001121087,0.0000148827,0.00001663108,0.0000107378,0.0001093581],"genre_scores_gemma":[0.9982705,0.0001626893,0.001126538,0.00004021385,0.00001115419,0.00004363321,0.00009307316,0.000005705703,0.0002463952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005228993,"threshold_uncertainty_score":0.00216651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01822277983937276,"score_gpt":0.3264328683044016,"score_spread":0.3082100884650288,"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."}}