{"id":"W3203957502","doi":"10.1016/j.chest.2021.09.036","title":"Asthma-COPD Overlap","year":2021,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":80,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"GlaxoSmithKline; Boehringer Ingelheim; AstraZeneca","keywords":"Medicine; Asthma; COPD; Inhaler; Intensive care medicine; Bronchodilator; Population; Disease; Biomarker; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002143048,0.0003806718,0.001879752,0.0001861183,0.0001471442,0.00009999517,0.0001715304,0.0003309349,0.001620026],"category_scores_gemma":[0.0002087383,0.0002517077,0.001510956,0.0002539182,0.00007266425,0.00006230149,0.00006161977,0.001227568,0.0003964638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001935036,"about_ca_system_score_gemma":0.002496542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.314591e-7,"about_ca_topic_score_gemma":1.63872e-7,"domain_scores_codex":[0.9981803,0.0001422821,0.0006390418,0.0002745171,0.0004257645,0.0003381174],"domain_scores_gemma":[0.9983892,0.00006725275,0.0003983612,0.0003539279,0.0001555181,0.0006356822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004073608,0.0001118647,0.00002980829,0.01267859,0.0002026273,0.003586499,0.00001083119,5.45345e-8,3.900318e-7,0.00001920512,0.01850124,0.9648548],"study_design_scores_gemma":[0.0003114099,0.00009102855,0.00007069088,0.03264995,0.00107987,0.01076928,0.00004609086,1.861002e-7,8.699821e-7,0.000004104828,0.9547488,0.000227697],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007560868,0.9951213,0.00004160547,0.00006735349,0.0007548092,0.0001934398,0.00001451187,0.00002845463,0.003770936],"genre_scores_gemma":[0.000002152876,0.9913238,0.0002726524,0.0002648899,0.003700678,0.000009923635,0.00005337891,0.00007740714,0.004295132],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9646271,"threshold_uncertainty_score":0.9999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05359462077295876,"score_gpt":0.3613100062256024,"score_spread":0.3077153854526437,"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."}}