{"id":"W2945466828","doi":"10.1016/j.jelekin.2019.05.012","title":"Ratings of perceived fatigue predict fatigue induced declines in muscle strength during tasks with different distributions of effort and recovery","year":2019,"lang":"en","type":"article","venue":"Journal of Electromyography and Kinesiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Isometric exercise; Muscle fatigue; Physical medicine and rehabilitation; Analysis of variance; Linear regression; Linear relationship; Task (project management); Plateau (mathematics); Physical therapy; Medicine; Psychology; Mathematics; Statistics; Internal medicine; Electromyography","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":[0.0008730174,0.0003080583,0.0002187237,0.0002973469,0.00009955946,0.0003599842,0.0001549259,0.0006053342,0.001966688],"category_scores_gemma":[0.005783297,0.0002032643,0.0002619395,0.0001289605,0.0002006415,0.0003538074,0.0002777544,0.0003553395,0.0003406071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007348692,"about_ca_system_score_gemma":0.00006664816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005075316,"about_ca_topic_score_gemma":0.0009015808,"domain_scores_codex":[0.9996841,0.00009634012,0.00003537759,0.00004980554,0.00008270971,0.00005164999],"domain_scores_gemma":[0.9957082,0.002272927,0.001283976,0.0001385027,0.0002250772,0.0003713433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005148777,0.001304858,0.9544263,0.00007764759,0.0002741515,0.00008039657,0.0002881345,0.0008819767,0.02647782,0.00002142131,0.00007801508,0.01094055],"study_design_scores_gemma":[0.00001359135,0.0008640557,0.9980577,0.000002545226,0.0000119768,0.00006195785,0.00004428904,0.0005102844,0.0004077248,0.000006340588,0.00001638734,0.000003167488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994461,0.00004678514,0.0002207173,0.000007418795,0.000002927257,0.00001178778,0.00003112617,0.000003013501,0.0002300371],"genre_scores_gemma":[0.9995289,0.00002423323,0.0001512347,0.00001033262,0.000003476041,0.00001005529,0.00005628985,0.000001670736,0.0002137954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001966688,"threshold_uncertainty_score":0.00657922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009100118940676416,"score_gpt":0.2161196447804266,"score_spread":0.2070195258397502,"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."}}