{"id":"W2792092101","doi":"10.1016/j.resp.2018.01.013","title":"Excess ventilation in COPD: Implications for dyspnoea and tolerance to interval exercise","year":2018,"lang":"en","type":"article","venue":"Respiratory Physiology & Neurobiology","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Kingston General Hospital","funders":"","keywords":"Medicine; Ventilation (architecture); Tidal volume; COPD; Nadir; Limiting; Cardiology; Interval training; Respiratory minute volume; Dead space; Incremental exercise; Internal medicine; Anesthesia; Mechanical ventilation; Respiratory system; Heart rate; Blood pressure","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":[0.0005046038,0.0002876121,0.0005328747,0.0004892575,0.0002288547,0.0009044041,0.0004088832,0.00080365,0.00154278],"category_scores_gemma":[0.001776552,0.0001294936,0.0003058378,0.0003148663,0.0004041309,0.0004816134,0.0005336992,0.0005541262,0.0001596235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002284583,"about_ca_system_score_gemma":0.0001524952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005616735,"about_ca_topic_score_gemma":0.0004762019,"domain_scores_codex":[0.9997553,0.00006595336,0.00003329272,0.00004593717,0.00005482283,0.00004470086],"domain_scores_gemma":[0.9993976,0.0002447598,0.000131858,0.00003841316,0.00004264478,0.0001446847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00773316,0.0007976555,0.8968369,0.0003912826,0.0003131686,0.002434517,0.0003329383,0.0006800184,0.04084104,0.0009806631,0.0003216301,0.04833709],"study_design_scores_gemma":[0.00002182794,0.0004409529,0.9972003,0.00002078537,0.00005414727,0.0007999119,0.0001424117,0.000334671,0.0004562311,0.0003410445,0.0001829778,0.000004791593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9894945,0.007781421,0.0003700827,0.0002438669,0.00004959605,0.00001302624,0.0000783916,0.000006451397,0.001962723],"genre_scores_gemma":[0.9991301,0.0005159003,0.00008438194,0.00003664911,0.00006641487,0.000006663538,0.00003878034,0.000001640782,0.000119499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00154278,"threshold_uncertainty_score":0.005161107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.034921719362269,"score_gpt":0.3459022690747571,"score_spread":0.3109805497124881,"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."}}