{"id":"W4403110108","doi":"10.14814/phy2.70068","title":"Assessing the repeatability of expiratory flow limitation during incremental exercise in healthy adults","year":2024,"lang":"en","type":"article","venue":"Physiological Reports","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; St. Paul's Hospital; University of Winnipeg","funders":"Natural Sciences and Engineering Research Council of Canada; Government of Canada; Research Manitoba","keywords":"Repeatability; Cardiorespiratory fitness; Intraclass correlation; Medicine; Incremental exercise; Physical therapy; Spirometry; Respiratory minute volume; VO2 max; Mathematics; Internal medicine; Statistics; Reproducibility; Respiratory system; Heart rate","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005741013,0.0001351776,0.0003142503,0.00008211636,0.00007278199,0.0000247702,0.00006480992,0.00007338168,0.0001182919],"category_scores_gemma":[0.0006006121,0.00008504328,0.0001336939,0.000332778,0.0002113044,0.0002151783,0.0001360544,0.0003624144,0.00000658726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000388469,"about_ca_system_score_gemma":0.0002773106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007577556,"about_ca_topic_score_gemma":0.000003640469,"domain_scores_codex":[0.9980013,0.0001505364,0.0005757453,0.0005434983,0.000445983,0.0002829733],"domain_scores_gemma":[0.9990543,0.0001695046,0.0001055528,0.0004545913,0.00009445284,0.0001215648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006525998,0.003344039,0.5071445,0.01782821,0.0001578344,0.0119083,0.002076994,0.0004781857,0.3171556,0.0001431906,0.0003609883,0.1328762],"study_design_scores_gemma":[0.0003099495,0.0001444885,0.9930331,0.000880483,0.00002027818,0.00006743982,0.0007053758,0.002174434,0.001835289,0.0007244503,0.00002450637,0.00008022844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956155,0.002945737,0.000005692834,0.0002354333,0.0001235214,0.0006995111,0.000005052026,0.0000647583,0.0003047455],"genre_scores_gemma":[0.9993957,0.0001374637,0.0001467139,0.0000344686,0.0001038549,0.0000978477,0.00005338615,0.00001327956,0.00001730546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4858886,"threshold_uncertainty_score":0.3467965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04733283843997253,"score_gpt":0.3642846139459625,"score_spread":0.31695177550599,"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."}}