{"id":"W4321598112","doi":"10.3389/fspor.2023.1086227","title":"The effect of severe intensity bouts on muscle oxygen saturation responses in trained cyclists","year":2023,"lang":"en","type":"article","venue":"Frontiers in Sports and Active Living","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Simon Fraser University; Spinal Cord Injury BC; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Repeated measures design; Cycling; Cadence; Physical therapy; Heart rate; Exercise intensity; Respiratory compensation; Time trial; Cardiology; Internal medicine; Anaerobic exercise; Physical medicine and rehabilitation; Blood pressure; Mathematics","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":[0.0005631915,0.0000882129,0.0003675245,0.0001480297,0.00005067141,0.000005831392,0.00002912551,0.00005900386,0.000002075886],"category_scores_gemma":[0.0003410256,0.0000592854,0.00009131568,0.0002055784,0.00006704428,0.00004829302,0.00002997915,0.0001534958,4.346993e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004779391,"about_ca_system_score_gemma":0.00001619284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007155872,"about_ca_topic_score_gemma":0.00001864314,"domain_scores_codex":[0.9993241,0.00008536436,0.0001404761,0.0001747809,0.0001220688,0.0001531548],"domain_scores_gemma":[0.9995413,0.0002191868,0.00004535742,0.0001455041,0.00001995388,0.00002868631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02192831,0.00008208853,0.5097592,0.000230851,0.0001795085,0.0003738595,0.01318958,0.000273216,0.009734998,0.00001378896,0.003580144,0.4406545],"study_design_scores_gemma":[0.0005028257,0.0001294348,0.9964161,0.0002690142,0.00002484967,0.000006907171,0.001317085,0.0002418833,0.0007367618,0.00006428328,0.0002323702,0.00005850031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987828,0.000177717,0.0000117262,0.0001545378,0.0003232683,0.0002637688,0.000003302078,0.00001623475,0.0002667108],"genre_scores_gemma":[0.9994912,0.0002587951,0.00002414039,0.00003344694,0.00004849422,0.0000120493,0.000009191111,0.000008441431,0.0001142388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4866569,"threshold_uncertainty_score":0.2417588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0056794352214335,"score_gpt":0.2373338676793159,"score_spread":0.2316544324578824,"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."}}