{"id":"W4385337591","doi":"10.1016/j.cjca.2023.07.029","title":"Do Clinical Exercise Tests Permit Exercise Threshold Identification in Patients Referred to Cardiac Rehabilitation?","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; St Joseph's Health Care; Lawson Health Research Institute; Western University","funders":"","keywords":"Medicine; Respiratory compensation; Cardiology; Internal medicine; Heart rate; Ventilatory threshold; VO2 max; Aerobic exercise; Anaerobic exercise; Physical therapy; Blood pressure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001391391,0.0004003047,0.001026642,0.001104797,0.0005099718,0.001446213,0.001116048,0.003013867,0.002435012],"category_scores_gemma":[0.02539737,0.0002591627,0.0004829722,0.001035443,0.0007772179,0.001241349,0.0003121188,0.001187451,0.0008433275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005260023,"about_ca_system_score_gemma":0.001158562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006988061,"about_ca_topic_score_gemma":0.01520907,"domain_scores_codex":[0.9988319,0.0002516171,0.0002362982,0.000139529,0.0002764435,0.0002641392],"domain_scores_gemma":[0.9921018,0.004677949,0.001145811,0.0001916531,0.001252774,0.0006299964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004372769,0.0001982657,0.9814044,0.0001246394,0.0000448,0.001734476,0.0001712626,0.0001592701,0.0007258957,0.000132339,0.001277969,0.01358933],"study_design_scores_gemma":[0.00006572944,0.000389127,0.9860011,0.0004045083,0.0001504852,0.006656836,0.001503042,0.002035892,0.000602418,0.0006264364,0.001533467,0.00003109319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711279,0.0091812,0.0008171109,0.00784969,0.0004403688,0.00004213118,0.0004025289,0.00004235678,0.01009662],"genre_scores_gemma":[0.9967781,0.00120484,0.0004058903,0.001005829,0.0002753179,0.00001310159,0.0001457791,0.00000740146,0.0001637798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006988061,"threshold_uncertainty_score":0.01389474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02741896088202735,"score_gpt":0.3202389137003464,"score_spread":0.292819952818319,"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."}}