{"id":"W4402729271","doi":"10.3389/978-2-8325-5464-7","title":"Neurorehabilitation In Neurotrauma: Treating Traumatic Brain and Spinal Cord Injuries","year":2024,"lang":"en","type":"book","venue":"Frontiers research topics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Disability, Independent Living, and Rehabilitation Research; National Key Research and Development Program of China; Canadian Institutes of Health Research; Administration for Community Living; Branch Out Neurological Foundation; National Science Foundation; U.S. Department of Health and Human Services; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung","keywords":"Neurorehabilitation; Physical medicine and rehabilitation; Medicine; Spinal cord injury; Traumatic brain injury; Spinal cord; Rehabilitation; Physical therapy; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002595676,0.0004471808,0.0009676482,0.002098937,0.0001781884,0.0002652305,0.0003418089,0.0005382068,0.000093892],"category_scores_gemma":[0.003242988,0.0004203679,0.0001810182,0.0006898566,0.001108472,0.0001750949,0.0002902299,0.003819783,0.00008579445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009550955,"about_ca_system_score_gemma":0.001350048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007172205,"about_ca_topic_score_gemma":0.00007182088,"domain_scores_codex":[0.9946523,0.0006548637,0.0008718295,0.001017562,0.001815525,0.0009879696],"domain_scores_gemma":[0.9980325,0.0003936354,0.00009192296,0.0007780908,0.0003157665,0.0003881195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001336072,0.0001308117,0.001623793,0.007958418,0.0001409046,0.0005369025,0.002372174,6.511003e-7,0.00004304046,0.003169933,0.680894,0.3017933],"study_design_scores_gemma":[0.003132386,0.01534439,0.08032081,0.008465061,0.0001911771,0.0001435999,0.003266783,0.002908637,0.00003901473,0.07721911,0.8079754,0.0009936399],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1985348,0.02149025,0.0003414382,0.1990114,0.002561965,0.01383175,0.0002430626,0.0006029936,0.5633823],"genre_scores_gemma":[0.004387713,0.0003107453,0.00445663,0.0002206178,0.0008098859,0.0003151412,0.0001208409,0.0001944512,0.989184],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4258017,"threshold_uncertainty_score":0.9998248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637883661139729,"score_gpt":0.4440295802362222,"score_spread":0.2802412141222493,"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."}}