{"id":"W2206101097","doi":"10.1053/j.semtcvs.2015.09.004","title":"How Can The National Emphysema Treatment Trial Provide Guidance In Risk Stratification For Patients With Severe Emphysema And Early Stage Nonsmall Cell Lung Cancer","year":2015,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Risk stratification; Stage (stratigraphy); Lung cancer; Oncology; Internal medicine; Intensive care medicine; Pulmonary emphysema; Lung","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":[0.0198029,0.0010964,0.003499502,0.001565936,0.003212922,0.005392496,0.003199375,0.06473427,0.009877305],"category_scores_gemma":[0.1226364,0.001084225,0.002916456,0.001087101,0.00358378,0.005900381,0.00213923,0.04032553,0.01177876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005555994,"about_ca_system_score_gemma":0.009510651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008825263,"about_ca_topic_score_gemma":0.01540937,"domain_scores_codex":[0.9842137,0.007732418,0.00230208,0.001045021,0.003301617,0.00140518],"domain_scores_gemma":[0.9430541,0.03757739,0.003347476,0.001624989,0.006821474,0.007574584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008658612,0.0002605661,0.002055442,0.0001596082,0.0001400115,0.0004468109,0.00007329592,0.0001748764,0.0001692022,0.00329084,0.9590968,0.03326659],"study_design_scores_gemma":[0.009877383,0.0008735667,0.008378606,0.002454588,0.0007960837,0.00118904,0.0004697469,0.002670129,0.0005498462,0.0467101,0.9256517,0.0003792244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002822413,0.001174543,0.0001227161,0.9840971,0.01199908,0.00002481059,0.0001232953,0.00003706418,0.002139189],"genre_scores_gemma":[0.002805218,0.0007206554,0.0006592157,0.9628683,0.03057229,0.0001079932,0.0001172785,0.00002645305,0.002122692],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06473427,"threshold_uncertainty_score":0.104729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354610040782663,"score_gpt":0.2891961197811737,"score_spread":0.265650019373347,"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."}}