{"id":"W2402999259","doi":"10.1155/2016/6462352","title":"Update on Nonsurgical Lung Volume Reduction Procedures","year":2016,"lang":"en","type":"review","venue":"Canadian Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Air trapping; Lung volume reduction; Lung volumes; COPD; Ventilation (architecture); Airway; Lung; Pulmonary function testing; Radiology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009477233,0.0008607739,0.001797704,0.003992862,0.0003203801,0.00126074,0.001360635,0.001474597,0.01006824],"category_scores_gemma":[0.00234029,0.0003562893,0.001328847,0.002693383,0.000439019,0.001849712,0.0006547019,0.001723346,0.003163204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008450087,"about_ca_system_score_gemma":0.002186909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002791722,"about_ca_topic_score_gemma":0.005434415,"domain_scores_codex":[0.9995118,0.00007119663,0.0001257415,0.00006815336,0.0001922945,0.00003078608],"domain_scores_gemma":[0.998584,0.0006983812,0.000212515,0.00003013273,0.0004069746,0.00006799795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008184135,0.00005236742,0.000139683,0.04725887,0.000142111,0.0002110786,0.00006306016,0.000182039,0.0005090631,0.00171673,0.06153206,0.8881112],"study_design_scores_gemma":[0.00003080781,0.00007543973,0.0009559651,0.02020629,0.000283192,0.001765252,0.00004342625,0.00005502518,0.0001582313,0.0008267793,0.9755808,0.00001880139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006039259,0.9982063,0.00005753619,0.0003552587,0.0002970179,0.000007122487,0.00004606553,0.000006897942,0.0009635117],"genre_scores_gemma":[0.000362381,0.9984241,0.000139318,0.0003208011,0.0002601316,0.00000767029,0.00007391935,0.000002338244,0.00040946],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01006824,"threshold_uncertainty_score":0.03368163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03714254892521452,"score_gpt":0.3409434803970371,"score_spread":0.3038009314718226,"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."}}