{"id":"W3162312038","doi":"10.1007/s00421-021-04700-w","title":"On the reliability and validity of central fatigue determination","year":2021,"lang":"en","type":"review","venue":"European Journal of Applied Physiology","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Brock University","funders":"","keywords":"Muscle fatigue; Reliability (semiconductor); Physical medicine and rehabilitation; Cognition; Athletes; Sports medicine; Chronic fatigue syndrome; Human physiology; Physical therapy; Psychology; Validity; Medicine; Psychometrics; Neuroscience; Electromyography; Developmental psychology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01722321,0.001703439,0.006103278,0.005540608,0.0002994267,0.002399141,0.00294553,0.001953735,0.001877418],"category_scores_gemma":[0.02967792,0.0009605886,0.001906998,0.003997536,0.002445581,0.002509445,0.001575795,0.002021614,0.0009619436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109351,"about_ca_system_score_gemma":0.00246901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003385868,"about_ca_topic_score_gemma":0.003526468,"domain_scores_codex":[0.9941507,0.0013547,0.001103713,0.001330815,0.001952929,0.0001071587],"domain_scores_gemma":[0.9343735,0.05612446,0.002923238,0.0009749556,0.00538187,0.0002220475],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000251176,0.00005986945,0.004701919,0.02755276,0.001330121,0.00008379399,0.0001646142,0.0004355495,0.0008811218,0.001603817,0.002649037,0.9602862],"study_design_scores_gemma":[0.0004073546,0.002337422,0.2216422,0.1567384,0.02152826,0.008476227,0.001816677,0.005257556,0.009826395,0.02223637,0.5487841,0.0009489922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000621357,0.9981557,0.0005764262,0.0001751704,0.00009025154,0.000008356696,0.00004247808,0.000004853118,0.0003254344],"genre_scores_gemma":[0.009088455,0.9881319,0.001766987,0.0002471867,0.0003353436,0.00002905254,0.0001464104,0.000007992216,0.0002465936],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9827768,"threshold_uncertainty_score":0.09108615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04573817184595868,"score_gpt":0.2673429728847778,"score_spread":0.2216048010388191,"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."}}