{"id":"W4224210669","doi":"10.1249/mss.0000000000002938","title":"Predictors of Expiratory Flow Limitation during Exercise in Healthy Males and Females","year":2022,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Waterloo; St. Paul's Hospital; University of Winnipeg","funders":"","keywords":"Cardiorespiratory fitness; Spirometry; Medicine; Anthropometry; Tidal volume; Cardiology; Physical therapy; Lung volumes; Internal medicine; Respiratory system; Lung","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":[0.0005286378,0.0003484464,0.0002904393,0.0006802878,0.0002486325,0.0003440049,0.0002102085,0.0005138073,0.00259654],"category_scores_gemma":[0.002227994,0.0001783779,0.0003328231,0.0002999785,0.0002574628,0.000292668,0.0003493367,0.0003833084,0.0004653155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007260832,"about_ca_system_score_gemma":0.0001224344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074429,"about_ca_topic_score_gemma":0.001069926,"domain_scores_codex":[0.9997767,0.00004798417,0.00002260528,0.00006510001,0.00004000214,0.00004756654],"domain_scores_gemma":[0.9988803,0.0002970457,0.0005217029,0.00004356092,0.00006194646,0.000195505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000402572,0.000009289191,0.9991902,0.000002281378,0.000008569617,0.00002139455,0.00001146994,0.00001055271,0.00009310721,0.000004380523,0.00002539644,0.0005831095],"study_design_scores_gemma":[0.000002650171,0.00005556767,0.9995527,0.000003325312,0.00000705484,0.0001693653,0.00004300715,0.00008286786,0.00002626015,0.00001198445,0.00004413584,0.00000114582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992729,0.0001947083,0.00006817535,0.00004011811,0.00000554492,0.000005322665,0.0001806115,0.000002882881,0.0002298148],"genre_scores_gemma":[0.9994919,0.00005898379,0.00006249424,0.00001870573,0.00001818752,0.000007613117,0.0002176939,0.000001602467,0.0001227789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00259654,"threshold_uncertainty_score":0.008686244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02522321473072362,"score_gpt":0.3028400314170988,"score_spread":0.2776168166863751,"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."}}