{"id":"W3201148846","doi":"10.3389/fphys.2021.682233","title":"What Is Moderate to Vigorous Exercise Intensity?","year":2021,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Calgary","funders":"","keywords":"Exercise prescription; Exercise intensity; Intensity (physics); Medicine; Heart rate; Metabolic equivalent; Ventilatory threshold; Physical medicine and rehabilitation; Physical activity; Physical therapy; Exercise physiology; Health benefits; VO2 max; Internal medicine; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00145066,0.0003356242,0.0009334503,0.001393267,0.0003973856,0.002488684,0.0008357462,0.001663881,0.005015055],"category_scores_gemma":[0.0074553,0.000172901,0.0005680905,0.001104741,0.00153458,0.001432073,0.000508018,0.001512685,0.001816507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008322393,"about_ca_system_score_gemma":0.0008988065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004604901,"about_ca_topic_score_gemma":0.005486718,"domain_scores_codex":[0.9986603,0.0003766899,0.0001952191,0.0002305819,0.0004153789,0.0001217705],"domain_scores_gemma":[0.9970496,0.0009607098,0.0005377547,0.00009042776,0.0007274502,0.000634203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001009526,0.0004127743,0.152354,0.005859859,0.0005366423,0.0002751409,0.001125987,0.0003445265,0.002345955,0.00934811,0.06043873,0.7659488],"study_design_scores_gemma":[0.0001299799,0.0006933232,0.7396485,0.01453839,0.00056911,0.002405424,0.00361659,0.0009459917,0.001097997,0.03094776,0.2052298,0.0001771565],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.1621476,0.4459065,0.01142302,0.2667126,0.01319173,0.0004144499,0.005407599,0.0004193337,0.09437717],"genre_scores_gemma":[0.7970571,0.1521309,0.006681322,0.02156543,0.01351771,0.0003561445,0.001526195,0.0001142651,0.007050921],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.005015055,"threshold_uncertainty_score":0.01677698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01016830143330569,"score_gpt":0.2462852706752918,"score_spread":0.2361169692419861,"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."}}