{"id":"W4291000460","doi":"10.1016/j.iac.2022.03.002","title":"Early Features of Chronic Obstructive Pulmonary Disease in Patients with Asthma","year":2022,"lang":"en","type":"review","venue":"Immunology and Allergy Clinics of North America","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut Universitaire de Cardiologie et de Pneumologie de Québec; Université Laval","funders":"","keywords":"Medicine; COPD; Asthma; Spirometry; Pulmonary disease; Airway obstruction; Internal medicine; Cardiology; Airway; Intensive care medicine; Physical therapy; Surgery","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":[0.000570846,0.0008490608,0.002665584,0.002097037,0.0001951524,0.000892813,0.0008066438,0.001100825,0.00174783],"category_scores_gemma":[0.0009756804,0.0002999379,0.0008600615,0.001659497,0.0002969729,0.0007721591,0.0005230393,0.001444141,0.0006638634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003041182,"about_ca_system_score_gemma":0.0007828044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001800337,"about_ca_topic_score_gemma":0.003660514,"domain_scores_codex":[0.9997589,0.00004380746,0.00004660017,0.00004649456,0.00008151936,0.00002264419],"domain_scores_gemma":[0.9994208,0.0003056576,0.0001278092,0.000008325372,0.00009802489,0.00003941956],"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":[0.0002599065,0.00009718221,0.004849622,0.02749631,0.0003986051,0.0003635793,0.00006019088,0.0001297038,0.0008145616,0.0007351346,0.01452871,0.9502665],"study_design_scores_gemma":[0.0004521292,0.0006945793,0.1157343,0.07653485,0.005882699,0.01168215,0.0004527479,0.0005129298,0.0009408033,0.002921927,0.7839838,0.0002070977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001696562,0.9993392,0.00003048073,0.0001009772,0.00009931492,0.000002804584,0.0000186638,0.000001899484,0.0002369448],"genre_scores_gemma":[0.001914102,0.9972169,0.0001208413,0.0001870912,0.0003366245,0.000007351834,0.00004880208,5.797789e-7,0.0001676188],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002665584,"threshold_uncertainty_score":0.005847037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01475924192272536,"score_gpt":0.2949816799230766,"score_spread":0.2802224380003512,"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."}}