{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002927877,0.0002016342,0.0003800443,0.0009485933,0.0003694878,0.0006521195,0.0002524952,0.0004664664,0.002151122],"category_scores_gemma":[0.001604419,0.0001625238,0.0005947117,0.0009855683,0.0001653001,0.0006396439,0.000608585,0.0006025448,0.0002500458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003191476,"about_ca_system_score_gemma":0.0003222773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01111249,"about_ca_topic_score_gemma":0.01297152,"domain_scores_codex":[0.9996949,0.0000799543,0.00003523235,0.00006886362,0.00004981297,0.00007113168],"domain_scores_gemma":[0.9994578,0.00006614206,0.000229624,0.00003138126,0.00006608216,0.0001489531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001234538,0.00003925111,0.9966163,0.00002942196,0.0000827839,0.00007540767,0.00008351829,0.00004840795,0.0001099221,0.00005245076,0.0003551933,0.002383844],"study_design_scores_gemma":[0.000003533033,0.00003073341,0.9993607,0.000007827149,0.00002793294,0.0001188893,0.0001549924,0.00008984313,0.00000860091,0.00004339574,0.0001514227,0.000002100165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932976,0.001603537,0.00007981765,0.0004850971,0.0000383301,0.000008939096,0.002360903,0.000008325967,0.002117374],"genre_scores_gemma":[0.9979959,0.0004938663,0.00004390065,0.00005407829,0.00005449604,0.000005003845,0.00107683,0.000001286566,0.0002747187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01111249,"threshold_uncertainty_score":0.02209562,"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."}}