{"id":"W2592019288","doi":"10.1113/ep086145","title":"Linear and non‐linear contributions to oxygen transport and utilization during moderate random exercise in humans","year":2017,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Institute for Aging; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministério da Ciência, Tecnologia e Inovação","keywords":"Oxygen; Aerobic exercise; VO2 max; Oxygen transport; Linearity; Mathematics; Chemistry; Heart rate; Medicine; Physical therapy; Internal medicine; 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":[0.001097416,0.0003372795,0.0003783514,0.0003234365,0.0001386027,0.0004564042,0.0003383555,0.0004133721,0.001226467],"category_scores_gemma":[0.0041751,0.0003960232,0.0003503354,0.0001644622,0.0007500888,0.0005063219,0.0003931265,0.0003044257,0.0002982703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127512,"about_ca_system_score_gemma":0.0001805217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150806,"about_ca_topic_score_gemma":0.0009054,"domain_scores_codex":[0.9996276,0.0001285264,0.00002561362,0.0001156363,0.00005900755,0.00004360839],"domain_scores_gemma":[0.9984694,0.0008098179,0.0002754489,0.0002837708,0.0000828512,0.00007875172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008757956,0.0007101529,0.6775162,0.0008826688,0.0007157077,0.001603951,0.003058523,0.01298977,0.1968037,0.001359824,0.0005900128,0.09501155],"study_design_scores_gemma":[0.00004579536,0.002204604,0.9731488,0.00004117986,0.0001182735,0.00114167,0.000418644,0.0157981,0.00525382,0.001299821,0.0004818315,0.00004745019],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916314,0.0005582793,0.007071355,0.0001322449,0.00001092149,0.00001814872,0.00008247761,0.00005242391,0.0004428178],"genre_scores_gemma":[0.9989865,0.0001214108,0.000549773,0.00002599984,0.00002259297,0.0000104675,0.00003919705,0.00001261755,0.000231304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001226467,"threshold_uncertainty_score":0.005803704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941601335144954,"score_gpt":0.323022603528576,"score_spread":0.3036065901771265,"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."}}