{"id":"W4283800921","doi":"10.1016/j.rmed.2022.106917","title":"Disease burden in individuals with symptomatic undiagnosed asthma or COPD","year":2022,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Victoria Hospital; University of Manitoba; Memorial University of Newfoundland; Queen's University; Dalhousie University; University of Alberta; Toronto East General Hospital; Western University; University of Toronto; St. Michael's Hospital; McMaster University; Université de Montréal; University of Saskatchewan; Université Laval; University of British Columbia; University of Calgary; University of Ottawa; McGill University; Ottawa Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Spirometry; COPD; Asthma; Quality of life (healthcare); Physical therapy; Population; Respiratory disease; Pediatrics; Internal medicine; Lung; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00111947,0.0003842464,0.0007795522,0.0008630004,0.0002560967,0.00001556798,0.0004049328,0.00006489191,0.01026005],"category_scores_gemma":[0.0008130248,0.0002760389,0.00008553354,0.001636734,0.0005541315,0.0001366119,0.0003099107,0.0008051589,0.00008413097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227273,"about_ca_system_score_gemma":0.002068863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001281977,"about_ca_topic_score_gemma":0.00004025925,"domain_scores_codex":[0.9950546,0.0005404691,0.0006576533,0.0007577873,0.002215411,0.0007740521],"domain_scores_gemma":[0.9971974,0.0004999521,0.0001848471,0.0009568336,0.0001330344,0.001027916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005487918,0.001502692,0.9182951,0.002780442,0.0004172107,0.02214056,0.001880853,0.0006311253,0.0007393033,0.0008238578,0.02573951,0.01956147],"study_design_scores_gemma":[0.01531551,0.002274455,0.8368305,0.00101103,0.0002059126,0.0001624937,0.003143543,0.0006055143,0.00002690934,0.0001405298,0.1398785,0.0004050808],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9828003,0.005864745,0.00001296394,0.006047195,0.0001763298,0.002270675,0.0001112121,0.0001545143,0.00256208],"genre_scores_gemma":[0.9929816,0.00005034146,0.00006446643,0.00308049,0.0006807065,0.0008998113,0.0001380883,0.0001085866,0.001995966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.114139,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946031440449329,"score_gpt":0.3188685920991509,"score_spread":0.2894082776946576,"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."}}