{"id":"W3153899696","doi":"10.1159/000515665","title":"Exercise Testing in Idiopathic Pulmonary Fibrosis: Expanding Our Options","year":2021,"lang":"en","type":"letter","venue":"Respiration","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Cystic fibrosis; Fibrosis; Internal medicine; Lung; Intensive care medicine; Cardiology","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":[0.004680294,0.000889776,0.002028026,0.001360088,0.004927846,0.004662307,0.00224337,0.0738989,0.007787423],"category_scores_gemma":[0.02455212,0.0006841035,0.00141913,0.0007948614,0.004342027,0.007629166,0.002758407,0.04717963,0.003478616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004048879,"about_ca_system_score_gemma":0.005406738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005898938,"about_ca_topic_score_gemma":0.01351666,"domain_scores_codex":[0.9951127,0.001968586,0.0007468086,0.0004553021,0.00121538,0.0005013047],"domain_scores_gemma":[0.9833119,0.009978922,0.0007880193,0.0004401563,0.002396303,0.00308462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001578747,0.0002399845,0.003894451,0.0002274215,0.00003176479,0.01760866,0.0003604496,0.000178691,0.0005284853,0.007990049,0.9346626,0.03411962],"study_design_scores_gemma":[0.0004509227,0.0002780325,0.006416915,0.003350265,0.00008158542,0.02916061,0.001756009,0.001855139,0.0002103342,0.03576012,0.9205102,0.0001697198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003159655,0.003540629,0.0001262385,0.9842579,0.008413305,0.000009653415,0.00001177586,0.00001408542,0.00331042],"genre_scores_gemma":[0.006830406,0.006288691,0.0006805989,0.8472951,0.133228,0.00004589683,0.00002550264,0.00002267971,0.005583134],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0738989,"threshold_uncertainty_score":0.02937686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04366355647885668,"score_gpt":0.2946408822119951,"score_spread":0.2509773257331384,"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."}}