{"id":"W4406226439","doi":"10.1113/ep092322","title":"Ultrasonographic evaluation of diaphragm fatigue in healthy humans","year":2025,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Diaphragm (acoustics); Excursion; Medicine; Cardiology; Ultrasonography; Ultrasound; Diaphragmatic breathing; Internal medicine; Anatomy; Nuclear medicine; Anesthesia; Surgery; Physics; Vibration","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":[0.0003149525,0.0002198079,0.0002108521,0.0003824939,0.0001373506,0.0001438282,0.00008271891,0.0003588454,0.0009557009],"category_scores_gemma":[0.00118946,0.0001780007,0.00006295538,0.00009420067,0.0001938624,0.0001481635,0.0001670628,0.0001634918,0.0001643944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006366919,"about_ca_system_score_gemma":0.00006512659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00053786,"about_ca_topic_score_gemma":0.0004697299,"domain_scores_codex":[0.9998964,0.00004209497,0.000006357639,0.00002519171,0.00001738437,0.00001254246],"domain_scores_gemma":[0.9997009,0.00008488396,0.00006913111,0.00002333879,0.00005262012,0.00006911845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006143663,0.0007842124,0.6243174,0.000213531,0.00008227144,0.001571154,0.001104321,0.0004413751,0.3107989,0.0001035,0.0004497288,0.05398992],"study_design_scores_gemma":[0.00005440999,0.005155137,0.985954,0.00001262902,0.00002602548,0.001479761,0.0001932769,0.0007108985,0.005906594,0.00003616938,0.0004603061,0.00001096853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979463,0.0003404239,0.0009575145,0.00001914104,0.000005083192,0.00002742672,0.00007023905,0.00001645604,0.0006173977],"genre_scores_gemma":[0.9987397,0.0000836348,0.0007621145,0.00003342169,0.000009032436,0.00001987215,0.00006772789,0.00000171405,0.0002829048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009557009,"threshold_uncertainty_score":0.003197134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05966521172112996,"score_gpt":0.4032452720665587,"score_spread":0.3435800603454287,"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."}}