{"id":"W2999554200","doi":"10.3389/fphys.2019.01517","title":"Submaximal Exercise Testing in Cardiovascular Rehabilitation Settings (BEST Study)","year":2020,"lang":"en","type":"article","venue":"Frontiers in Physiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montfort Hospital; University of Ottawa","funders":"","keywords":"Medicine; Treadmill; Physical therapy; VO2 max; Limits of agreement; Aerobic exercise; Cycle ergometer; Anaerobic exercise; Ventilatory threshold; Cardiology; Internal medicine; Heart rate; Blood pressure; Nuclear medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004977667,0.0002579356,0.001589643,0.0002617704,0.0000444936,0.000007017595,0.0001626986,0.0001719562,0.00001111798],"category_scores_gemma":[0.0007998126,0.0002576236,0.0004896971,0.0009356413,0.0001508835,0.0001025003,0.0001241274,0.0004757484,0.00003691826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001338241,"about_ca_system_score_gemma":0.0000861494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002874837,"about_ca_topic_score_gemma":0.000006207306,"domain_scores_codex":[0.9976585,0.0003044572,0.0004930054,0.0008095147,0.0002447739,0.0004897512],"domain_scores_gemma":[0.9990473,0.000102956,0.00006354551,0.0005467694,0.00009691343,0.0001425147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02133627,0.004125086,0.6482216,0.002316831,0.002471125,0.00142965,0.02415702,0.02508524,0.04885529,0.00003511107,0.01644921,0.2055176],"study_design_scores_gemma":[0.007468978,0.001978324,0.9740454,0.0002367667,0.0004930672,0.00002427203,0.008227267,0.004567858,0.0004805184,0.0007845203,0.001225312,0.0004677151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943992,0.002800839,0.0002234417,0.0004561608,0.0004227591,0.001255355,0.000003478832,0.00007147389,0.0003673224],"genre_scores_gemma":[0.9923862,0.00007775453,0.006727371,0.0002997835,0.0002508967,0.0001774034,0.00003141767,0.00004004833,0.0000090888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3258238,"threshold_uncertainty_score":0.9999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580797555807645,"score_gpt":0.2389532965848738,"score_spread":0.2231453210267973,"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."}}