{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002037117,0.001742447,0.004291114,0.0006132199,0.0005714017,0.0009492664,0.0009898999,0.002081936,0.005242513],"category_scores_gemma":[0.002430797,0.0006572226,0.001395621,0.0004791684,0.001285938,0.0009131007,0.0005080204,0.00169938,0.0005816001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005771146,"about_ca_system_score_gemma":0.001241033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000581393,"about_ca_topic_score_gemma":0.001191983,"domain_scores_codex":[0.9989771,0.0004658811,0.0001484195,0.0001779983,0.00009968869,0.0001310548],"domain_scores_gemma":[0.9988306,0.0002996701,0.0003239975,0.00008857219,0.000113918,0.0003431769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9808631,0.009155151,0.0002635621,0.0005890467,0.0004050583,0.00001581226,0.00001653382,0.00008769813,0.00125303,0.00002500441,0.000105767,0.007220266],"study_design_scores_gemma":[0.8971913,0.1010759,0.0009332141,0.00003959014,0.0002392284,0.00001268394,0.00001109835,0.0001288269,0.0002016206,0.00002962682,0.0001299036,0.000006914615],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852785,0.005065482,0.0006909446,0.0004083776,0.0006681586,0.006730385,0.0003538034,0.00006553536,0.0007388418],"genre_scores_gemma":[0.9704476,0.00454588,0.002768063,0.0008853176,0.001274956,0.01803184,0.0005242703,0.00001366979,0.001508476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005242513,"threshold_uncertainty_score":0.01753801,"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."}}