{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003605739,0.0008645477,0.0004933282,0.0007265934,0.00165995,0.0006756335,0.0006112541,0.0003973911,0.006767081],"category_scores_gemma":[0.001131071,0.0002529103,0.0003046865,0.001703307,0.0004522227,0.0004442241,0.0006898229,0.000521555,0.001156395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004196758,"about_ca_system_score_gemma":0.004043023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4184888,"about_ca_topic_score_gemma":0.5792442,"domain_scores_codex":[0.9996282,0.00004843299,0.00003293451,0.00006085875,0.0001312947,0.00009830487],"domain_scores_gemma":[0.999258,0.0000320717,0.0002034673,0.00003620404,0.0002132012,0.0002570123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006520378,0.0001344603,0.9851579,0.0001144055,0.0001490064,0.0006416822,0.0007972715,0.0001423825,0.000421723,0.0002336072,0.007440702,0.004114848],"study_design_scores_gemma":[0.00006402229,0.0001205407,0.9971814,0.00002987037,0.00003963813,0.0002723249,0.0003815652,0.00005960094,0.00004378779,0.00005314314,0.001745557,0.000008590368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668472,0.001485446,0.000165437,0.0008948668,0.00007345094,0.0003355198,0.01929775,0.00001960434,0.01088087],"genre_scores_gemma":[0.9848984,0.001041613,0.0001598955,0.0001675309,0.00005871994,0.0001842406,0.01043917,0.000005442255,0.003044999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4184888,"threshold_uncertainty_score":0.8321059,"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."}}