{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003931374,0.0004491138,0.0007765072,0.0006535735,0.0001356033,0.0007137008,0.0005746106,0.0008425681,0.002632798],"category_scores_gemma":[0.0005018282,0.0001203254,0.000524954,0.0004165463,0.0002497839,0.0004928117,0.0004238526,0.0008301997,0.0006106141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002505267,"about_ca_system_score_gemma":0.0004836964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006390014,"about_ca_topic_score_gemma":0.0006560186,"domain_scores_codex":[0.999778,0.00005963971,0.00003901774,0.00004916376,0.00004795925,0.00002637212],"domain_scores_gemma":[0.9998592,0.00005560756,0.00003045149,0.000004950909,0.0000371659,0.00001268136],"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":[0.0007725434,0.0003057691,0.001739173,0.06278485,0.0008568517,0.0005469652,0.0002575347,0.001259375,0.02904842,0.007484839,0.01735668,0.877587],"study_design_scores_gemma":[0.0002136191,0.002717444,0.04647534,0.03085628,0.001518374,0.002719393,0.0004025166,0.001084213,0.01098793,0.01054163,0.8923607,0.0001224369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00229616,0.9937402,0.0009267199,0.0007059028,0.0005904187,0.00001971923,0.00008359396,0.00001695882,0.001620423],"genre_scores_gemma":[0.02995835,0.9658961,0.0008671721,0.0009968305,0.0007942126,0.00005511766,0.0001566178,0.00000624996,0.001269207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002632798,"threshold_uncertainty_score":0.0088076,"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."}}