{"id":"W4385265676","doi":"10.1155/2023/9335379","title":"Early Neuromuscular Electrical Stimulation Preserves Muscle Size and Quality and Maintains Systemic Levels of Signaling Mediators of Muscle Growth and Inflammation in Patients with Traumatic Brain Injury: A Randomized Clinical Trial","year":2023,"lang":"en","type":"article","venue":"Critical Care Research and Practice","topic":"Muscle Physiology and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Apoio à Pesquisa do Distrito Federal; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Medicine; Randomized controlled trial; Traumatic brain injury; Echogenicity; Inflammation; Mechanical ventilation; Stimulation; Clinical trial; Internal medicine; Physical therapy; Ultrasonography; Surgery","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004507068,0.0001030343,0.000380144,0.0001011419,0.0000789131,0.00002925472,0.00005777206,0.0001724282,0.000001855283],"category_scores_gemma":[0.05107713,0.00008573769,0.00003581401,0.0002167219,0.0006727449,0.00004760329,0.0001043234,0.000240787,1.099884e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005165658,"about_ca_system_score_gemma":0.00008137705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001022526,"about_ca_topic_score_gemma":0.00001176161,"domain_scores_codex":[0.994771,0.003875821,0.0005015308,0.0003269256,0.0002968183,0.0002278863],"domain_scores_gemma":[0.9868245,0.01244167,0.0001031941,0.0001323924,0.0003705974,0.0001276314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.7595598,0.0006542625,0.07419885,0.004303776,0.0002351768,0.000009699093,0.003213581,0.00002015672,0.1342392,0.004990251,0.00001380752,0.01856147],"study_design_scores_gemma":[0.1364386,0.005903804,0.8514875,0.000122451,0.0000851723,0.000001407323,0.002154714,0.0003309678,0.001385572,0.001878603,0.000006389649,0.0002048632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982061,0.0004800678,0.0001117114,0.0003133161,0.00001662836,0.0008233004,0.00002168453,0.000005280431,0.00002187446],"genre_scores_gemma":[0.9995015,0.0002287196,0.0001398868,0.00002449744,0.0000357706,0.00003803698,0.00002080065,0.000009864794,9.251728e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7772886,"threshold_uncertainty_score":0.956916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09722191916251453,"score_gpt":0.4426103167355922,"score_spread":0.3453883975730777,"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."}}