{"id":"W3187789380","doi":"10.2147/copd.s313498","title":"CONQUEST Quality Standards: For the Collaboration on Quality Improvement Initiative for Achieving Excellence in Standards of COPD Care","year":2021,"lang":"en","type":"article","venue":"International Journal of COPD","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sanofi Genzyme; Novartis Pharma; Regeneron Pharmaceuticals; Mylan; National Institutes of Health; Efficacy and Mechanism Evaluation Programme; Otsuka Pharmaceutical; Eisai; Astellas Pharma; Boston Scientific Corporation; U.S. Department of Defense; Kyorin Pharmaceutical; Sanofi; Biogen; York University; Respiratory Effectiveness Group; AstraZeneca; Dartmouth College; AKL Research and Development; Meiji Seika Pharma; American Thoracic Society; Novartis Pharmaceuticals Corporation; GlaxoSmithKline; Genentech; Veracyte; Teva Pharmaceutical Industries; Gilead Sciences","keywords":"Excellence; CONQUEST; Quality (philosophy); Quality management; Center of excellence; Business; Medicine; Political science; Marketing; History; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00237695,0.0001399487,0.0004131075,0.0001499157,0.0000756078,0.00005710631,0.000258685,0.00006350492,0.0001510953],"category_scores_gemma":[0.003988986,0.0001094374,0.0001893275,0.0001655823,0.0001461784,0.0001989645,0.00006847516,0.0002646052,4.298347e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002593202,"about_ca_system_score_gemma":0.005013141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006185639,"about_ca_topic_score_gemma":0.0002614845,"domain_scores_codex":[0.9963131,0.0002272353,0.000968303,0.000211298,0.002091304,0.0001887815],"domain_scores_gemma":[0.9830499,0.001471641,0.0006856861,0.0001963863,0.01449802,0.00009840123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1402698,0.007618327,0.1482542,0.01115203,0.007596874,0.0008997222,0.03528009,0.004670212,0.1098776,0.07738647,0.02783273,0.4291619],"study_design_scores_gemma":[0.06828513,0.006801918,0.4466031,0.006496814,0.0005914331,0.0001169379,0.1319162,0.002322627,0.1628141,0.007195688,0.1658745,0.0009816102],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439934,0.005952327,0.01842804,0.0124156,0.001641478,0.002023345,0.01402754,0.00001078,0.001507419],"genre_scores_gemma":[0.9980837,0.0003491495,0.0005134959,0.0003905663,0.0003815744,0.00005812349,0.0001209978,0.0000168126,0.00008565763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4281803,"threshold_uncertainty_score":0.8893097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04350767849321959,"score_gpt":0.4364115709678815,"score_spread":0.392903892474662,"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."}}