{"id":"W3097276648","doi":"10.1183/23120541.00301-2020","title":"Newly developed multiple-breath washout reference equations from the CHILD Cohort Study: implications of poorly fitting equations","year":2020,"lang":"en","type":"article","venue":"ERJ Open Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of British Columbia; Child and Family Research Institute; University of Alberta; University of Manitoba; Children's Hospital Research Institute of Manitoba; BC Children's Hospital; University of Toronto; SickKids Foundation; Queen's University; McMaster University","funders":"Canadian Institutes of Health Research; AllerGen","keywords":"Medicine; Cohort; Lung function; Normative; Reference values; Statistics; Function (biology); Washout; Applied mathematics; Pediatrics; Internal medicine; Lung; Mathematics","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":[0.03313814,0.001581721,0.001297522,0.002443756,0.0006080444,0.003024003,0.003699519,0.002103714,0.006239905],"category_scores_gemma":[0.1679901,0.0007935718,0.002135766,0.003284517,0.000569701,0.001877696,0.001666551,0.004715248,0.002942632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954281,"about_ca_system_score_gemma":0.003086276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0491938,"about_ca_topic_score_gemma":0.04450167,"domain_scores_codex":[0.9801435,0.0104297,0.00335178,0.001539367,0.004218983,0.0003168126],"domain_scores_gemma":[0.9357072,0.03752687,0.006509751,0.007028811,0.0126716,0.0005557673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001547628,0.0002099843,0.2635609,0.002571159,0.002329455,0.0009549003,0.00148996,0.008962328,0.002577636,0.02559706,0.2845878,0.4056112],"study_design_scores_gemma":[0.001326525,0.0006917377,0.3659153,0.006192813,0.003704139,0.0059004,0.0009970887,0.1161014,0.0121533,0.03341804,0.4528071,0.0007921076],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1074313,0.05032383,0.6840749,0.06020169,0.01450429,0.001105684,0.05113914,0.005230543,0.02598853],"genre_scores_gemma":[0.3747643,0.01374225,0.5475273,0.0145116,0.00214565,0.0022191,0.03010434,0.003220037,0.01176539],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0491938,"threshold_uncertainty_score":0.1752533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2255364631730389,"score_gpt":0.438084186236471,"score_spread":0.2125477230634321,"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."}}