{"id":"W4414807182","doi":"10.1016/b978-0-443-24080-5.00035-7","title":"Fatigue of the respiratory muscles","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Respiratory system; Diaphragm (acoustics); Carbon dioxide; Muscle fatigue; Respiration; Respiratory physiology; Muscle contraction","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":[0.0002017971,0.001068129,0.0005728918,0.00105904,0.0009173629,0.001577457,0.0005339935,0.001540616,0.1061731],"category_scores_gemma":[0.0003601852,0.0002984751,0.0004883836,0.0007012469,0.0006038063,0.001305561,0.0010561,0.001894227,0.03980875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000479007,"about_ca_system_score_gemma":0.0004603349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002476981,"about_ca_topic_score_gemma":0.006545066,"domain_scores_codex":[0.9999048,0.00001331209,0.00000543878,0.00002181044,0.00004148338,0.00001320555],"domain_scores_gemma":[0.9999263,0.00003174286,0.000004016186,0.000006797409,0.00001952782,0.00001153861],"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":[0.00004805888,0.00005895006,0.0001698161,0.0005183461,0.000009840501,0.000247324,0.0004597101,0.0002520936,0.002028199,0.02520967,0.5407407,0.4302574],"study_design_scores_gemma":[0.000003920255,0.00003367607,0.0006501217,0.000304358,0.000003084144,0.0004069652,0.00008152871,0.00006058705,0.0001430217,0.003832115,0.9944758,0.000004717158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000957444,0.1790137,0.002144668,0.003609715,0.008725433,0.00004878488,0.0002034102,0.0001487141,0.8051481],"genre_scores_gemma":[0.00178848,0.02593467,0.0007050983,0.001198269,0.001178861,0.0000254142,0.00008599638,0.00003691114,0.9690464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1061731,"threshold_uncertainty_score":0.3551843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250677691810489,"score_gpt":0.2992118090365375,"score_spread":0.2667050321184326,"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."}}