{"id":"W3017341212","doi":"10.1183/13993003.00024-2020","title":"Population-based case-finding to identify subjects with undiagnosed asthma or COPD","year":2020,"lang":"en","type":"article","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre; Memorial University of Newfoundland; University of Manitoba; Queen's University; Dalhousie University; University of Alberta; McMaster University; Toronto East General Hospital; Western University; University of Toronto; St. Michael's Hospital; 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; Institut universitaire de cardiologie et de pneumologie de Québec, Université Laval; London Health Sciences Centre; Ottawa Hospital Research Institute; Queen's University; University of Alberta; Université Laval","keywords":"Medicine; COPD; Asthma; Spirometry; Wheeze; Physical therapy; Population; Internal medicine; Pediatrics; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002876226,0.000310413,0.0004278957,0.003073692,0.0005109787,0.000570022,0.001015709,0.0005849896,0.001326693],"category_scores_gemma":[0.008975741,0.0002367625,0.0002824442,0.001100213,0.0004521676,0.000299819,0.000683234,0.0002752432,0.0003778343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008592723,"about_ca_system_score_gemma":0.00138459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03781694,"about_ca_topic_score_gemma":0.04008838,"domain_scores_codex":[0.9983578,0.0006185099,0.0001670057,0.0002640015,0.0004629197,0.0001296789],"domain_scores_gemma":[0.9970496,0.001178471,0.0006487909,0.0002159231,0.0006285137,0.000278628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006927429,0.0001076455,0.9925442,0.00002529584,0.00002506973,0.0002069882,0.0001307499,0.00008723173,0.0004119956,0.00004267755,0.0003115944,0.006037453],"study_design_scores_gemma":[0.00003873722,0.0002693693,0.9944594,0.00002642987,0.00004123132,0.001140559,0.0003593455,0.002463939,0.0003326312,0.0001187184,0.0007409586,0.000008772109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99139,0.0006226272,0.003731407,0.0001927555,0.00001999616,0.0010768,0.0007019596,0.00007528874,0.00218908],"genre_scores_gemma":[0.9941118,0.0002340651,0.004293457,0.000134457,0.00001860304,0.0003465475,0.000586,0.000004275341,0.0002707378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03781694,"threshold_uncertainty_score":0.07519364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06358405607225344,"score_gpt":0.3447008756909778,"score_spread":0.2811168196187244,"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."}}