{"id":"W4392808842","doi":"10.1097/htr.0000000000000930","title":"Identifying the Cerebral Physiologic Response to Aerobic Exercise Following Concussion: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Manitoba; Manitoba Health","funders":"Canadian Institutes of Health Research","keywords":"Aerobic exercise; Concussion; Medicine; Physical therapy; MEDLINE; Traumatic brain injury; Cochrane Library; Systematic review; Glasgow Coma Scale; Physical medicine and rehabilitation; Meta-analysis; Poison control; Injury prevention; Emergency medicine; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009568545,0.000544442,0.003641958,0.0008970753,0.0001957258,0.0001465863,0.0005544539,0.0002859339,0.000134605],"category_scores_gemma":[0.006896057,0.0002834139,0.002822195,0.001638526,0.0001380072,0.0002818685,0.0001332955,0.001779464,0.0003005726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007475613,"about_ca_system_score_gemma":0.001537657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003781572,"about_ca_topic_score_gemma":0.00000269048,"domain_scores_codex":[0.9923432,0.002186449,0.003028466,0.0005333243,0.001407664,0.0005008511],"domain_scores_gemma":[0.9924598,0.005000477,0.0009432227,0.0008283012,0.0004142528,0.0003539761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005448685,0.000095269,0.000002340437,0.3231067,0.0003038029,0.0001545268,0.0008958767,7.981014e-7,0.00003729274,0.00001186959,0.005757369,0.6690893],"study_design_scores_gemma":[0.0006247794,0.001888679,0.0002018969,0.9320527,0.003942868,0.000726259,0.0004026537,0.000002123976,0.000002482084,0.0001443464,0.05975776,0.000253401],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003231131,0.9838395,0.00004223613,0.005776408,0.001018506,0.005996479,0.000006275361,0.0000484173,0.00004107589],"genre_scores_gemma":[0.0008085748,0.9932398,0.004559051,0.0002807557,0.0003954526,0.0003544973,0.00001215258,0.0001094927,0.0002402635],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6688358,"threshold_uncertainty_score":0.9999618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1606830293792851,"score_gpt":0.4928204024174879,"score_spread":0.3321373730382027,"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."}}