{"id":"W4322495708","doi":"10.1080/00140139.2023.2183850","title":"Is there a u-shaped relationship between load levels and fatigue and recovery? An examination of possible mechanisms","year":2023,"lang":"en","type":"article","venue":"Ergonomics","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Conestoga College","funders":"","keywords":"Chronic fatigue; Mechanism (biology); Phenomenon; Psychology; Work (physics); Medicine; Physical medicine and rehabilitation; Physical therapy; Chronic fatigue syndrome; Engineering","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":[0.01198143,0.0005179985,0.0008435533,0.001382983,0.0004702698,0.00158465,0.001902719,0.001222087,0.00627978],"category_scores_gemma":[0.04271102,0.000469106,0.001446767,0.001732542,0.001434514,0.0023877,0.001105459,0.001386294,0.0007881146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007939193,"about_ca_system_score_gemma":0.00155263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002575736,"about_ca_topic_score_gemma":0.003243353,"domain_scores_codex":[0.9965401,0.0009823095,0.0005636551,0.0009436967,0.0008051718,0.0001650139],"domain_scores_gemma":[0.9524554,0.03587518,0.006607319,0.001194598,0.003613096,0.0002544152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002809379,0.0009106775,0.5088142,0.02093383,0.002494409,0.001898779,0.01425108,0.001970568,0.01175148,0.0211743,0.006026015,0.4069654],"study_design_scores_gemma":[0.0001753611,0.003475182,0.8989077,0.00703503,0.001902825,0.00320114,0.01459086,0.007190593,0.006328934,0.03202063,0.02492187,0.0002498438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6242525,0.1640383,0.1299936,0.03903774,0.001500089,0.001747052,0.00204891,0.0004697188,0.0369122],"genre_scores_gemma":[0.9529417,0.02288103,0.01541157,0.00556829,0.0003336688,0.0005443483,0.0004427637,0.00007218564,0.001804598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01198143,"threshold_uncertainty_score":0.06336462,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07191642998276987,"score_gpt":0.3190897823799067,"score_spread":0.2471733523971368,"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."}}