{"id":"W2069958553","doi":"10.1164/rccm.200604-501oc","title":"Volume Reduction Surgery Impairs Immediate Postoperative Pulmonary Function in Canine Emphysema","year":2006,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Elastic recoil; Medicine; Lung volume reduction surgery; Pulmonary compliance; Lung; Lung volumes; Pulmonary function testing; Pneumonectomy; Surgery; Mechanical ventilation; Respiratory disease; Anesthesia; Cardiology; 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":[0.0004306188,0.0003030878,0.0002286017,0.0003303882,0.0001436185,0.000334525,0.000313444,0.0003854147,0.001090943],"category_scores_gemma":[0.0003729835,0.0001591539,0.0002963688,0.00009816162,0.0005542987,0.0003270551,0.000290896,0.0005039565,0.0002052222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291482,"about_ca_system_score_gemma":0.0002281853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004427503,"about_ca_topic_score_gemma":0.0007211188,"domain_scores_codex":[0.9997813,0.0000424704,0.00002383987,0.00003676131,0.00005350116,0.00006213865],"domain_scores_gemma":[0.9996228,0.00008053301,0.0001407433,0.00004500533,0.0000236679,0.00008722356],"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":[0.001310612,0.000943688,0.005696231,0.0001238191,0.00001753208,0.0002743846,0.00005637488,0.0001706008,0.9881024,0.00008725994,0.0000979211,0.003119074],"study_design_scores_gemma":[0.0002475509,0.02769741,0.1106704,0.00004341736,0.00008864949,0.002828229,0.0001732848,0.004008939,0.8523389,0.0001212948,0.001757054,0.0000250605],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991429,0.000257508,0.0003128994,0.00003556615,0.000006553034,0.00001973308,0.00004548473,0.00001646864,0.0001628296],"genre_scores_gemma":[0.9983329,0.0002131174,0.0007748317,0.00004349828,0.000009010858,0.00003859487,0.0002537241,0.000005134957,0.0003290474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001090943,"threshold_uncertainty_score":0.003649592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01414800818326429,"score_gpt":0.2795914279719741,"score_spread":0.2654434197887098,"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."}}