{"id":"W4387607141","doi":"10.1155/2023/8373917","title":"Instruments and Parameters for Evaluating Upper Limb Motor Fatigability in Individuals with Neuromuscular Diseases: Systematic Review","year":2023,"lang":"en","type":"article","venue":"Acta Neurologica Scandinavica","topic":"Muscle activation and electromyography studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Physical medicine and rehabilitation; Medicine; Upper limb; Physical therapy; Neuromuscular disease; Weakness; Disease; Pathology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003712073,0.0002346911,0.000539216,0.0001864985,0.0001142498,0.00004528384,0.0001630868,0.00005150307,0.000006135376],"category_scores_gemma":[0.0006794168,0.000171298,0.00009833123,0.0006472426,0.00006010903,0.0001396593,0.0000524984,0.0001499108,0.000001078759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002360357,"about_ca_system_score_gemma":0.000008674579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003762023,"about_ca_topic_score_gemma":0.000002118425,"domain_scores_codex":[0.9984699,0.0001624987,0.0003779951,0.0003641653,0.0002421833,0.00038319],"domain_scores_gemma":[0.9989887,0.0005122011,0.00008400999,0.0002937487,0.00003226831,0.00008907606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003057869,0.0003248693,0.6810575,0.302799,0.001165922,0.00003110052,0.0007430241,0.0005868485,0.00303415,0.0001080723,0.002327008,0.007516715],"study_design_scores_gemma":[0.0009396042,0.001570993,0.9861421,0.004586956,0.0004290844,0.000007048706,0.00007026603,0.005418628,0.00003464722,0.0003022663,0.0001019687,0.0003964118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950698,0.001185719,0.00001326586,0.0007806441,0.00005788946,0.002528653,0.00003193245,0.0002927255,0.0000393923],"genre_scores_gemma":[0.9949042,0.002644084,0.000179072,0.0006482706,0.000006917324,0.001561912,0.00002370034,0.00002675215,0.000005071571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3050846,"threshold_uncertainty_score":0.698533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02316401793473899,"score_gpt":0.2666431681011596,"score_spread":0.2434791501664206,"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."}}