{"id":"W2065477458","doi":"10.1007/s001340051242","title":"Lung recruitment and lung volume maintenance: a strategy for improving oxygenation and preventing lung injury during both conventional mechanical ventilation and high-frequency oscillation","year":2000,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":112,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto; SickKids Foundation; Sunnybrook Health Science Centre","funders":"","keywords":"Tidal volume; Medicine; Lung; Ventilation (architecture); Anesthesia; Oxygenation; Mechanical ventilation; Mean airway pressure; Lung volumes; Positive end-expiratory pressure; 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":[0.0004091327,0.0002687003,0.0003143465,0.0002567956,0.000298864,0.0004659511,0.000369866,0.0005552134,0.001362393],"category_scores_gemma":[0.0005882078,0.0001063902,0.0001959785,0.00008924001,0.0002748697,0.0004999223,0.0004058393,0.0004500731,0.0002386343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687501,"about_ca_system_score_gemma":0.0003643651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002793995,"about_ca_topic_score_gemma":0.0004804943,"domain_scores_codex":[0.9998884,0.00002909583,0.000009920498,0.00002122892,0.00002797155,0.00002339336],"domain_scores_gemma":[0.9998498,0.00005243833,0.00002760282,0.00001296582,0.00002086386,0.00003630282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003798841,0.0009198738,0.01320869,0.0003390057,0.00007104035,0.0002180317,0.0001449757,0.001246938,0.6999637,0.002033849,0.001960469,0.2760945],"study_design_scores_gemma":[0.003517484,0.02984941,0.341298,0.0004970133,0.0007198302,0.007019403,0.0009336195,0.05856367,0.5100996,0.01059071,0.03675307,0.0001581848],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.873518,0.01109231,0.1045254,0.004295153,0.0008186849,0.0002562537,0.00006476902,0.000382974,0.005046403],"genre_scores_gemma":[0.9775057,0.001407927,0.01815498,0.0006069154,0.0004624436,0.0001725559,0.00002398761,0.00002184103,0.001643616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001362393,"threshold_uncertainty_score":0.00455761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483400562755068,"score_gpt":0.3052393049825075,"score_spread":0.2804052993549568,"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."}}