{"id":"W2119841201","doi":"10.2466/05.06.pms.111.6.848-862","title":"Validation of Adult Omni Perceived Exertion Scales for Elliptical Ergometry","year":2010,"lang":"en","type":"article","venue":"Perceptual and Motor Skills","topic":"Ergonomics and Musculoskeletal Disorders","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Heart, Lung, and Blood Institute","keywords":"Exertion; Perceived exertion; Psychology; Physical medicine and rehabilitation; Physical therapy; Medicine; Heart rate; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001021376,0.0001273348,0.0001870165,0.00009181155,0.00006722018,0.00001551777,0.00009003836,0.0001739038,0.0007073616],"category_scores_gemma":[0.0001284574,0.0001125013,0.0001215052,0.00005527842,0.0001827956,0.00007154193,0.00002295373,0.0001209011,0.00004823552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007101908,"about_ca_system_score_gemma":0.000009883127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008573085,"about_ca_topic_score_gemma":0.00005423245,"domain_scores_codex":[0.9991782,0.00002414573,0.0002354168,0.0002757156,0.00008055747,0.0002059514],"domain_scores_gemma":[0.9994332,0.0001187219,0.00005943901,0.0001798976,0.0001109086,0.00009780567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003133773,0.0008559573,0.009187968,0.0001155069,0.00008849355,5.005531e-7,0.005665782,0.000001858383,0.8750371,0.0307286,0.001320851,0.07668402],"study_design_scores_gemma":[0.001279558,0.0004179718,0.9918408,0.00001644429,0.00004856869,0.000004458628,0.00162895,0.0001088595,0.001117854,0.001216794,0.002078982,0.0002407568],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995952,0.00003308598,0.0004870143,0.00009829964,0.0006820476,0.0003492487,0.00006573209,0.00002617536,0.002306386],"genre_scores_gemma":[0.9968309,0.00006211238,0.001505086,0.0001212962,0.0001800591,0.00006995569,0.00006082193,0.00002013854,0.001149674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9826528,"threshold_uncertainty_score":0.7745113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008759226276233219,"score_gpt":0.2828076831011651,"score_spread":0.2740484568249318,"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."}}