{"id":"W2594353241","doi":"10.1183/13993003.02511-2016","title":"Impaired exercise ventilatory efficiency in smokers with low transfer factor but normal spirometry","year":2017,"lang":"en","type":"letter","venue":"European Respiratory Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"COPD; Spirometry; Medicine; Cardiology; Internal medicine; Physical therapy; Ventilation (architecture); Pulmonary disease; Transfer factor; Asthma","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":[0.0005777433,0.0004391527,0.0008179379,0.0007218692,0.0008654605,0.0006974676,0.0005884988,0.005588245,0.002594642],"category_scores_gemma":[0.004057534,0.0001599557,0.0002798602,0.0005975665,0.001001713,0.0006452983,0.0003039316,0.002723341,0.00110355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008396275,"about_ca_system_score_gemma":0.0004553602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001072305,"about_ca_topic_score_gemma":0.001774332,"domain_scores_codex":[0.9996156,0.00009466153,0.00004662887,0.00007104183,0.00008927807,0.00008291798],"domain_scores_gemma":[0.9988518,0.0006670098,0.0001388326,0.00005284638,0.0001347138,0.0001548225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.0008988161,0.0004067657,0.1174788,0.0003002604,0.0000434871,0.7176585,0.0007249647,0.0001418211,0.003710445,0.004345808,0.09869066,0.05559977],"study_design_scores_gemma":[0.000213419,0.0007056835,0.1005076,0.0007732749,0.00008659288,0.8385232,0.0008194397,0.001866079,0.0008954479,0.009708091,0.04583268,0.0000684164],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.409515,0.02492882,0.002129349,0.4688574,0.01083702,0.0003380766,0.0004160786,0.0002765608,0.08270165],"genre_scores_gemma":[0.8416328,0.007840384,0.001161242,0.1031196,0.03309045,0.0001055427,0.0001875235,0.00004141158,0.01282106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005588245,"threshold_uncertainty_score":0.008679986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02700494853250096,"score_gpt":0.2753351614744801,"score_spread":0.2483302129419792,"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."}}