{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002285861,0.00009177495,0.0002650748,0.000219616,0.00002586941,0.000001401107,0.00005396747,0.00007799285,0.0003343981],"category_scores_gemma":[0.00001971044,0.00008402267,0.00006996588,0.0002236085,0.00007502612,0.00003648365,0.00001972058,0.0000894556,0.000005478507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006480321,"about_ca_system_score_gemma":0.00013836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004509891,"about_ca_topic_score_gemma":0.00001093519,"domain_scores_codex":[0.9991305,0.0001021773,0.0002586441,0.0002044237,0.0001463071,0.0001578974],"domain_scores_gemma":[0.9996356,0.00002122899,0.00005866599,0.0001960744,0.0000497915,0.00003865848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003234286,0.0004125342,0.00364615,0.00003116038,0.00002429147,0.000001066644,0.0003634293,0.000006941356,0.9918501,0.002282832,0.0001885961,0.0008694861],"study_design_scores_gemma":[0.004053127,0.001145732,0.3074953,0.00007697342,0.00003481002,0.000001422266,0.001795014,0.0001956177,0.6830181,0.001517318,0.0005695422,0.00009707068],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937872,0.001177321,0.00002087873,0.00008659305,0.0002601054,0.0004601879,0.000001587976,0.00001554416,0.004190558],"genre_scores_gemma":[0.9989761,0.00001329523,0.00009665065,0.0006893788,0.00003153924,0.0001100058,0.00003675708,0.000006397705,0.00003984587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.308832,"threshold_uncertainty_score":0.3661425,"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."}}