{"id":"W1986008527","doi":"10.1212/01.wnl.0000304108.32283.aa","title":"The Toronto traumatic brain injury study","year":2008,"lang":"en","type":"article","venue":"Neurology","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Traumatic brain injury; White matter; Medicine; Brain size; Diffuse axonal injury; Glasgow Coma Scale; Grey matter; Cardiology; Magnetic resonance imaging; Internal medicine; Anesthesia; Radiology; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002810222,0.0001395352,0.0002692658,0.00001922713,0.0003411812,0.00000886101,0.0001812037,0.00006449473,0.0001301403],"category_scores_gemma":[0.0002179814,0.00008839183,0.0001121565,0.00008458367,0.0002184819,0.00005967238,0.00003641754,0.0002435741,0.00006792432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001206343,"about_ca_system_score_gemma":0.00004240792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001328983,"about_ca_topic_score_gemma":0.0005113014,"domain_scores_codex":[0.9986328,0.0002888068,0.0002842297,0.0002829622,0.0002377741,0.0002734333],"domain_scores_gemma":[0.9987729,0.0004756494,0.00006103524,0.0005768921,0.0000290918,0.00008446777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01861358,0.01119754,0.4241635,0.0003068777,0.00221224,0.005301897,0.03832707,0.00001258677,0.006206505,0.007265083,0.2768732,0.2095199],"study_design_scores_gemma":[0.001710362,0.007721308,0.9211883,0.00000426412,0.00007592113,0.00112429,0.00025211,0.00004058242,0.000122111,0.0001471668,0.06749243,0.0001211477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868408,0.0005060405,0.00001064917,0.006524224,0.0004613211,0.0006253796,0.00000125247,0.00009840852,0.004931871],"genre_scores_gemma":[0.9924585,0.0001065849,0.00001859618,0.00654637,0.0001436072,0.00007095593,0.000001422697,0.00001949583,0.0006344509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4970248,"threshold_uncertainty_score":0.3604514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560825694853454,"score_gpt":0.2980657553970837,"score_spread":0.2624574984485492,"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."}}