{"id":"W4409764179","doi":"10.1089/neur.2025.0006","title":"Recovery from Mild Traumatic Brain Injury in the Nonathletic Population: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Neurotrauma Reports","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Interdisciplinary Research in Rehabilitation; Clinique Paro Excellence; Centres Intégré Universitaires de Santé et de Services Sociaux; Université Laval; Canadian Physiotherapy Association","funders":"","keywords":"Traumatic brain injury; Medicine; Population; Psychiatry","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":[0.00559141,0.0009811004,0.006585961,0.008559451,0.0005070014,0.0021171,0.001474169,0.00139151,0.00263943],"category_scores_gemma":[0.02744478,0.0007902873,0.005252073,0.01002439,0.000642241,0.001843621,0.001058583,0.0007651253,0.0002128528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002168243,"about_ca_system_score_gemma":0.006472081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006451164,"about_ca_topic_score_gemma":0.02077953,"domain_scores_codex":[0.9955492,0.00128737,0.002006938,0.0003704353,0.0006491671,0.0001368994],"domain_scores_gemma":[0.978416,0.01572081,0.003840315,0.0003034741,0.001487273,0.0002321324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002241952,0.00001572445,0.001792555,0.9570589,0.01190844,0.0001416895,0.0002003312,0.00007011092,0.0001185638,0.0001163945,0.001053375,0.02729965],"study_design_scores_gemma":[0.0003343423,0.0003034158,0.01366937,0.8529971,0.1149825,0.0009912897,0.0004922664,0.0001180037,0.0001867339,0.0002871513,0.01559263,0.00004536094],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002531071,0.9961768,0.0001292693,0.0001660123,0.00005720354,0.0002303334,0.0005115945,0.000006407509,0.0001912178],"genre_scores_gemma":[0.02738725,0.9707409,0.0004988051,0.0004106384,0.00005722047,0.0004509117,0.0003626234,0.00000496388,0.00008667805],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008559451,"threshold_uncertainty_score":0.02957052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1660321464789734,"score_gpt":0.427691099534746,"score_spread":0.2616589530557726,"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."}}