{"id":"W2049864513","doi":"10.1100/tsw.2007.269","title":"Traumatic Brain Injury and Delayed Sequelae: A Review - Traumatic Brain Injury and Mild Traumatic Brain Injury (Concussion) are Precursors to Later-Onset Brain Disorders, Including Early-Onset Dementia","year":2007,"lang":"en","type":"review","venue":"The Scientific World JOURNAL","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Traumatic brain injury; Concussion; Medicine; Dementia; Disease; Poison control; Injury prevention; Neuroscience; Psychiatry; Psychology; Internal medicine; Medical emergency","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":[0.0003995028,0.00118093,0.001975406,0.002977987,0.0003533805,0.001156584,0.001092951,0.001141356,0.005288483],"category_scores_gemma":[0.001134862,0.0002900322,0.000466201,0.004408296,0.0004567291,0.001928607,0.0004926297,0.001050268,0.002545245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004599086,"about_ca_system_score_gemma":0.001660391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001668613,"about_ca_topic_score_gemma":0.002973152,"domain_scores_codex":[0.9997901,0.00003796461,0.0000461575,0.00003300216,0.00007618037,0.00001668539],"domain_scores_gemma":[0.9994997,0.0002310309,0.00009008223,0.00001142524,0.0001163037,0.00005150599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001168493,0.0001418541,0.0006213704,0.04654918,0.0001722333,0.001303176,0.0001475341,0.0003022022,0.0009872135,0.001645607,0.06701364,0.8809993],"study_design_scores_gemma":[0.00004720424,0.0002113555,0.004913165,0.02414902,0.0004083703,0.01092856,0.0003289569,0.00007015077,0.0002908426,0.001867303,0.9567522,0.00003292105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009815287,0.999036,0.00003231286,0.0001164577,0.0001529085,0.000004925936,0.00001410647,0.000003518098,0.0005417951],"genre_scores_gemma":[0.000492096,0.9989662,0.00008431196,0.00008035672,0.0001218875,0.000005170776,0.00001826576,5.986766e-7,0.0002311656],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005288483,"threshold_uncertainty_score":0.01769173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1623832304683064,"score_gpt":0.4274820109372852,"score_spread":0.2650987804689787,"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."}}