{"id":"W2164158986","doi":"10.1136/thoraxjnl-2011-201458","title":"Bronchodilator responsiveness as a phenotypic characteristic of established chronic obstructive pulmonary disease","year":2012,"lang":"en","type":"article","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":193,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver General Hospital","funders":"GlaxoSmithKline","keywords":"Medicine; Bronchodilator; Pulmonary disease; Bronchodilator Agents; Phenotype; COPD; Disease; Respiratory disease; Intensive care medicine; Cardiology; Internal medicine; Asthma; Lung; Genetics","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":[0.0007909287,0.0002711678,0.0003524447,0.0006633116,0.0002766831,0.0004879227,0.0003362657,0.0005018003,0.001326329],"category_scores_gemma":[0.002527186,0.0001073463,0.0002217885,0.0004222329,0.0005110233,0.0002605931,0.000458853,0.0005576772,0.000263859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002386534,"about_ca_system_score_gemma":0.0001268452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007414964,"about_ca_topic_score_gemma":0.000886252,"domain_scores_codex":[0.999424,0.0001781365,0.00006497491,0.0001266362,0.0001393092,0.00006711548],"domain_scores_gemma":[0.9975374,0.0005733905,0.001092706,0.0001459354,0.0002202378,0.0004304097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001819343,0.00002198215,0.9971395,0.00000991145,0.00002131695,0.0001245582,0.00005082859,0.00002569185,0.001367052,0.00001284092,0.00004792336,0.0009965727],"study_design_scores_gemma":[0.000003285507,0.0001277982,0.9990853,0.000002470089,0.000007887491,0.0004744056,0.0000442836,0.00007060858,0.0001207718,0.00001637721,0.00004513617,0.000001669176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993024,0.0001850203,0.00007397548,0.00002697852,0.000003385412,0.000007272453,0.0001254146,0.000004659059,0.0002709392],"genre_scores_gemma":[0.9996759,0.00002072116,0.00004908406,0.00001197148,0.000008261408,0.000004956752,0.0001805408,0.000001274965,0.00004732629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001326329,"threshold_uncertainty_score":0.00443697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01922227145738457,"score_gpt":0.3058121965927445,"score_spread":0.2865899251353599,"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."}}