{"id":"W3004769137","doi":"10.1016/j.chest.2019.09.039","title":"COPD","year":2020,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Obafemi Awolowo University; University of British Columbia; Medizinischen Hochschule Hannover; Maastricht Universitair Medisch Centrum; Landspítali Háskólasjúkrahús; Uppsala Universitet; Chest Research Foundation","keywords":"Medicine; Overdiagnosis; COPD; Spirometry; Intensive care medicine; Disease; Physical therapy; Asthma; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001144057,0.0007299025,0.0007042563,0.0007826884,0.003917891,0.003344124,0.0009742016,0.01930998,0.1244714],"category_scores_gemma":[0.007882231,0.0004748308,0.001074133,0.0004505706,0.001062666,0.001502125,0.001475174,0.0133756,0.08452792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002883701,"about_ca_system_score_gemma":0.003788528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006363549,"about_ca_topic_score_gemma":0.01585336,"domain_scores_codex":[0.9985089,0.0002583654,0.0001530814,0.0002311378,0.0005516317,0.0002969559],"domain_scores_gemma":[0.9973142,0.0004714711,0.0001427691,0.0001499878,0.0006926164,0.001228929],"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":[0.00002362141,0.0000385874,0.0004476658,0.00003757892,0.000005032075,0.001495214,0.00002971955,0.00001852625,0.0002015138,0.001557235,0.9855049,0.01064037],"study_design_scores_gemma":[0.00004023952,0.00003628092,0.001043107,0.0001919482,0.000006239457,0.001435277,0.00005930573,0.0000822095,0.00005535335,0.001772087,0.9952666,0.00001145783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0007250234,0.003468137,0.0001524672,0.7964827,0.04475487,0.00008349311,0.000312164,0.0001211394,0.1538999],"genre_scores_gemma":[0.005441325,0.002715198,0.0003213016,0.6281812,0.04986954,0.0001294502,0.0002870903,0.00006195247,0.312993],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.1244714,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03685825404963818,"score_gpt":0.3047855356384839,"score_spread":0.2679272815888457,"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."}}