{"id":"W2985644009","doi":"10.1113/jp276849","title":"Physiological basis of brief vigorous exercise to improve health","year":2019,"lang":"en","type":"review","venue":"The Journal of Physiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; McMaster University","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Cardiorespiratory fitness; Medicine; VO2 max; Sports medicine; Physical therapy; Internal medicine; Heart rate; Cardiology; Blood pressure","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001196291,0.000516819,0.008357446,0.0002934008,0.0000619521,0.000004012653,0.0007002638,0.0004018859,0.000115991],"category_scores_gemma":[0.0001627446,0.0002663207,0.003093835,0.0004065656,0.0002352261,0.00003990571,0.0003124541,0.001106782,0.0001370714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682202,"about_ca_system_score_gemma":0.0009358348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007489667,"about_ca_topic_score_gemma":8.111047e-7,"domain_scores_codex":[0.9963297,0.0007567471,0.001635747,0.0003671924,0.0003616101,0.0005489709],"domain_scores_gemma":[0.9961029,0.0003912059,0.001719923,0.001154348,0.000345618,0.0002860647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002668695,0.0003525403,9.758498e-8,0.01944959,0.001860809,0.00001522714,0.0002068776,0.00005204168,0.008110786,0.00006165618,0.01022527,0.9569964],"study_design_scores_gemma":[0.003272375,0.01314497,0.0009790957,0.03122098,0.0155187,0.00282529,0.0001909876,0.000007943991,0.0009659004,0.0008172853,0.9301277,0.0009287601],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001707879,0.9956849,0.00006217117,0.0001857542,0.0009328711,0.001281718,0.00004754356,0.0000122534,0.00008492697],"genre_scores_gemma":[0.002568684,0.9954386,0.0001888198,0.0005904612,0.001007745,0.00001751222,0.00003267327,0.00006456234,0.00009099527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9560677,"threshold_uncertainty_score":0.9999789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05341298847558585,"score_gpt":0.3555426517377221,"score_spread":0.3021296632621362,"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."}}