{"id":"W4414053742","doi":"10.71000/v9c1jh66","title":"COMPARISON OF CHANGE IN LUNG COMPLIANCE ON PRESSURE CONTROL AND AIRWAY PRESSURE RELEASE VENTILATION – A RANDOMIZED CROSS-OVER TRIAL","year":2025,"lang":"en","type":"article","venue":"Insights-Journal of Health and Rehabilitation","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health","funders":"","keywords":"Ventilation (architecture); Mechanical ventilation; Pulmonary compliance; Continuous positive airway pressure; Mean airway pressure; Airway; Oxygenation; Intensive care; Randomized controlled trial","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":[0.007901753,0.002034731,0.005489931,0.0008686462,0.0005417374,0.001557344,0.001351911,0.003499027,0.004378993],"category_scores_gemma":[0.007400555,0.001224574,0.00318308,0.0007202601,0.001820465,0.001737492,0.0009024914,0.002327724,0.0006440562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00104051,"about_ca_system_score_gemma":0.001795034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007748965,"about_ca_topic_score_gemma":0.0006732024,"domain_scores_codex":[0.9936711,0.003837155,0.000639313,0.0007961745,0.0005192187,0.0005371385],"domain_scores_gemma":[0.9939546,0.002423722,0.001545698,0.0005858297,0.0005264285,0.0009637219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9889833,0.006680324,0.0003106753,0.0002605405,0.0007396927,0.0000134156,0.0000234673,0.0001172712,0.0004952358,0.00004644665,0.00004988708,0.002279728],"study_design_scores_gemma":[0.8320608,0.1643504,0.001404808,0.00003911302,0.0009389512,0.00001461027,0.00002046131,0.0004244942,0.0003883978,0.0001202662,0.0002241396,0.00001360068],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811624,0.002729346,0.001283262,0.0003079902,0.0009867991,0.01204723,0.0004140457,0.00007303146,0.0009959392],"genre_scores_gemma":[0.9717497,0.001630205,0.003323944,0.0007233081,0.0008347207,0.01931409,0.000508757,0.00001918771,0.001895983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007901753,"threshold_uncertainty_score":0.041789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04576354932530211,"score_gpt":0.4103927937138605,"score_spread":0.3646292443885584,"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."}}