{"id":"W4362460024","doi":"10.1111/cpf.12820","title":"Cardiopulmonary exercise testing to indicate increased ventilatory variability in subjects with dysfunctional breathing","year":2023,"lang":"en","type":"article","venue":"Clinical Physiology and Functional Imaging","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Queen's University","funders":"Fundação Instituto de Pesquisas Econômicas; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Medicine; Context (archaeology); Ventilation (architecture); Tidal volume; Cardiology; Respiratory minute volume; Incremental exercise; Lung volumes; Internal medicine; Anesthesia; Physical therapy; Respiratory system; Heart rate; Lung; 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":[0.0006050438,0.0005091213,0.0003250281,0.0009128503,0.000168126,0.0004366092,0.0002001949,0.0004514212,0.0009773006],"category_scores_gemma":[0.001812003,0.0001354989,0.0002084981,0.0003105655,0.0002309297,0.000176553,0.0003132623,0.0002872252,0.0001923019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009874775,"about_ca_system_score_gemma":0.00007756806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004491893,"about_ca_topic_score_gemma":0.0004960672,"domain_scores_codex":[0.9997198,0.00006322343,0.00004730436,0.00006493696,0.0000611005,0.00004355671],"domain_scores_gemma":[0.9984353,0.0005819082,0.0004974795,0.00006119584,0.0001704391,0.0002535917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004885721,0.00007617463,0.9878691,0.00001737316,0.00003342189,0.0003058637,0.00005431142,0.00006337645,0.007811814,0.000009256785,0.00004742541,0.003223286],"study_design_scores_gemma":[0.000005265264,0.0002921985,0.9983341,0.000004981202,0.00001170768,0.0005456444,0.00004627822,0.0002328786,0.0004798766,0.00001008479,0.00003472375,0.000002222757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992958,0.0001524638,0.0002062996,0.000009309126,0.000004732136,0.000005387025,0.00004957035,0.000008780648,0.0002676141],"genre_scores_gemma":[0.9997136,0.00002140408,0.0001334197,0.0000103897,0.000005245897,0.000003565133,0.00007459113,0.000001203443,0.00003655643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009773006,"threshold_uncertainty_score":0.003269434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03909949499967721,"score_gpt":0.3242362518199075,"score_spread":0.2851367568202303,"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."}}