{"id":"W4382501147","doi":"10.1152/advan.00055.2023","title":"An undergraduate laboratory to study exercise thresholds","year":2023,"lang":"en","type":"article","venue":"AJP Advances in Physiology Education","topic":"Cardiovascular and exercise physiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lawson Health Research Institute; Toronto General Hospital; University of Calgary; Western University","funders":"Canadian Network for Research and Innovation in Machining Technology, Natural Sciences and Engineering Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada","keywords":"Identification (biology); Computer science; Exercise prescription; Compensation (psychology); Resource (disambiguation); Exercise physiology; Medical education; Psychology; Medicine; Physical therapy; Social psychology","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":[0.001577117,0.001120347,0.0006425694,0.0006501863,0.001076424,0.001350795,0.002032821,0.001546797,0.04387792],"category_scores_gemma":[0.003453253,0.0004947839,0.0006227635,0.0002276594,0.000591314,0.001219858,0.003173149,0.002552342,0.01872783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005857481,"about_ca_system_score_gemma":0.001692795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006784701,"about_ca_topic_score_gemma":0.001775145,"domain_scores_codex":[0.9990344,0.0002056327,0.0000573124,0.0002361625,0.0002934035,0.0001730323],"domain_scores_gemma":[0.9958002,0.000506133,0.0001165914,0.0004139464,0.0007981347,0.00236506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002031288,0.03671904,0.03292154,0.0008272516,0.00009590563,0.003669423,0.003572918,0.002370143,0.1359122,0.008862782,0.3447075,0.42831],"study_design_scores_gemma":[0.001173316,0.02549566,0.04684363,0.0006537471,0.0001387839,0.008209469,0.004013021,0.01385253,0.06307922,0.02917374,0.8069729,0.000393966],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3893081,0.002256172,0.3505642,0.02240366,0.006576259,0.0103958,0.01006238,0.03435689,0.1740766],"genre_scores_gemma":[0.4172988,0.00165787,0.419581,0.01293958,0.001744955,0.006681624,0.005837645,0.001699017,0.1325595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04387792,"threshold_uncertainty_score":0.1467863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00935045943492468,"score_gpt":0.3451141527912512,"score_spread":0.3357636933563266,"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."}}