{"id":"W3215705954","doi":"10.3389/fphys.2021.723951","title":"The Effect of Breathing Patterns Common to Competitive Swimming on Gas Exchange and Muscle Deoxygenation During Heavy-Intensity Fartlek Exercise","year":2021,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Sports Performance and Training","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Deoxygenation; Intensity (physics); Breathing; Medicine; Chemistry; Anesthesia; Biochemistry; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003897712,0.0003275403,0.0003243097,0.0002125053,0.0001508366,0.0003187499,0.0001469071,0.0004497403,0.0005757622],"category_scores_gemma":[0.00137515,0.0002102198,0.0001805208,0.00008209903,0.0003589044,0.0001413767,0.0002961827,0.0002110826,0.00007980768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001438456,"about_ca_system_score_gemma":0.00009794396,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001510041,"about_ca_topic_score_gemma":0.003214456,"domain_scores_codex":[0.9997508,0.00007449026,0.000024311,0.00006908315,0.00003211627,0.00004923693],"domain_scores_gemma":[0.9992874,0.0002597353,0.0001612809,0.00004754581,0.00005395266,0.0001900877],"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":[0.04195293,0.001851665,0.2362765,0.0003782748,0.0004347601,0.0007595415,0.0008856769,0.001064561,0.6878053,0.00004970923,0.0001456439,0.0283956],"study_design_scores_gemma":[0.00005504708,0.003996085,0.9914791,0.00000652829,0.00003744963,0.0002075716,0.0001132908,0.0003252981,0.003665411,0.00001050008,0.00009485566,0.000008698416],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997591,0.00006382289,0.00007679217,0.000004516512,0.000003735945,0.00000973238,0.0000195648,0.000001847558,0.00006092491],"genre_scores_gemma":[0.9996511,0.00002880197,0.000128384,0.00001662322,0.000005637192,0.00001405165,0.00005217338,0.000001533522,0.0001018098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001510041,"threshold_uncertainty_score":0.003002465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007143303213397823,"score_gpt":0.2400871465073519,"score_spread":0.2329438432939541,"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."}}