{"id":"W4407842127","doi":"10.1186/s40798-025-00816-x","title":"On the Role of Core Exercises in Alleviating Muscular Fatigue Induced by Prolonged Sitting: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Sports Medicine - Open","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"European Regional Development Fund; Slovenská Akadémia Vied; Ministerstvo školstva, vedy, výskumu a športu Slovenskej republiky; Agentúra Ministerstva Školstva, Vedy, Výskumu a Športu SR; Interreg; Vedecká Grantová Agentúra MŠVVaŠ SR a SAV; Univerzita Komenského v Bratislave","keywords":"Sitting; Medicine; Trunk; Electromyography; Physical therapy; Physical medicine and rehabilitation; Core (optical fiber); Erector spinae muscles; Core stability; Back muscles; Cochrane Library; Muscle fatigue; Checklist; Meta-analysis; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004611856,0.000537665,0.004213884,0.0003141981,0.00008504118,0.00001123302,0.0005987594,0.0002982994,0.000477608],"category_scores_gemma":[0.006734457,0.0002866677,0.0004178404,0.001063367,0.0001453458,0.00006687581,0.0002278097,0.0008395579,0.00000404016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001186361,"about_ca_system_score_gemma":0.0009099384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002610302,"about_ca_topic_score_gemma":0.00001656686,"domain_scores_codex":[0.995697,0.0004432412,0.00205658,0.0006862147,0.0007890145,0.0003279761],"domain_scores_gemma":[0.9959755,0.001462655,0.001233752,0.001042231,0.0001593314,0.0001265561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001898007,0.0001140496,0.00009634373,0.388969,0.00006867815,0.000009291618,0.000287407,1.221032e-7,0.00001090066,0.0001590775,0.001187453,0.6090787],"study_design_scores_gemma":[0.0005980934,0.0003123548,0.0001368569,0.962028,0.0009353212,0.000003490021,0.0003527535,0.000003815732,0.000002719326,0.000131192,0.03526831,0.0002270532],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003815594,0.9704122,0.000002204322,0.001199577,0.0001425623,0.01865693,0.00000540825,0.00002511677,0.009174425],"genre_scores_gemma":[0.0007176499,0.9962794,0.0000772006,0.000900546,0.00009785908,0.001172007,0.0003904242,0.00005283694,0.0003120718],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6088516,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07055776541753865,"score_gpt":0.4128800758718911,"score_spread":0.3423223104543525,"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."}}