{"id":"W4410272326","doi":"10.1113/ep092711","title":"Exercise oximetry in clinical practice: A single‐centre perspective on procedure and techniques","year":2025,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Medicine; Ischemia; Cardiology; Internal medicine; Arterial disease; Clinical Practice; Intensive care medicine; Vascular disease; Physical therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008876588,0.0001620722,0.0003363594,0.0001278944,0.00003730404,0.00001102672,0.00006383932,0.00009577187,0.00007350156],"category_scores_gemma":[0.0001400089,0.0001413574,0.00007001865,0.0001636752,0.0001617004,0.00008856414,0.000134892,0.0002069625,0.00001949478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002758051,"about_ca_system_score_gemma":0.00003797356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002576143,"about_ca_topic_score_gemma":0.000002038951,"domain_scores_codex":[0.9988686,0.00008886324,0.0002623905,0.0004794264,0.00009858668,0.0002020685],"domain_scores_gemma":[0.9995345,0.00006721279,0.00005817089,0.0002205687,0.00004139011,0.00007816236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01038167,0.01598571,0.002018298,0.0002238978,0.0003042138,0.0003032278,0.002428373,0.000001304552,0.9160602,0.01282099,0.01791247,0.02155966],"study_design_scores_gemma":[0.01249301,0.007555048,0.460607,0.00238989,0.0003977564,0.0000534379,0.07635383,0.0002754853,0.4057456,0.0047965,0.02821948,0.001112948],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9627848,0.001956158,0.000002334878,0.003857684,0.0001211086,0.0008739504,0.000002142767,0.0001017281,0.03030014],"genre_scores_gemma":[0.9925492,0.00005590814,0.0009054126,0.005793284,0.00008126571,0.00008189808,0.000008762549,0.0000125938,0.0005116569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5103146,"threshold_uncertainty_score":0.5764388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01369044835855416,"score_gpt":0.3865066276982442,"score_spread":0.37281617933969,"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."}}