{"id":"W2583564626","doi":"10.1111/resp.13012","title":"Global Strategy for the Diagnosis, Management and Prevention of Chronic Obstructive Lung Disease 2017 Report","year":2017,"lang":"en","type":"article","venue":"Respirology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":694,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia; McGill University; McGill University Health Centre","funders":"National Institute for Health and Care Research","keywords":"Medicine; Intensive care medicine; Pulmonary disease; Obstructive lung disease; Disease management; Lung; Lung disease; Disease; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003088516,0.0001527229,0.0002879672,0.00005293597,0.000331829,0.00003048402,0.0002704517,0.00008084872,0.00007754814],"category_scores_gemma":[0.0002861749,0.0001157335,0.0001472466,0.00004715378,0.000672817,0.0001105302,0.0002823403,0.0001030244,0.00000264431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002378941,"about_ca_system_score_gemma":0.0002976753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006571624,"about_ca_topic_score_gemma":0.00007669316,"domain_scores_codex":[0.9985746,0.00006568158,0.0002937229,0.0004525285,0.0002574877,0.0003559763],"domain_scores_gemma":[0.9981722,0.000118629,0.0002987576,0.001078489,0.0001340633,0.000197829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001548812,0.0002637122,0.8745138,0.001467883,0.0006641516,0.001038954,0.0000150336,0.00007458973,0.00002369685,0.01102609,0.002018479,0.1073448],"study_design_scores_gemma":[0.001928256,0.0002354019,0.9819751,0.00007996833,0.0005140463,0.0001173645,0.00004230634,0.001624034,0.00002021924,0.008931946,0.004441165,0.0000901469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655199,0.02027365,0.001447551,0.003686044,0.0003817302,0.003927659,0.0001860344,0.00003071706,0.004546737],"genre_scores_gemma":[0.9965187,0.00101763,0.0001126934,0.00003162842,0.0002579561,0.0005768003,0.00003814162,0.00001517881,0.001431308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1074614,"threshold_uncertainty_score":0.4719476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914303259550549,"score_gpt":0.3804619505014261,"score_spread":0.3413189179059206,"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."}}