{"id":"W2900424636","doi":"10.1038/s41582-018-0091-y","title":"Traumatic brain injury: sex, gender and intersecting vulnerabilities","year":2018,"lang":"en","type":"review","venue":"Nature Reviews Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":328,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto Rehabilitation Institute; University Health Network","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Canadian Institutes of Health Research; Toronto Rehabilitation Institute; National Institutes of Health; Alzheimer's Association","keywords":"Traumatic brain injury; Context (archaeology); Medicine; Vulnerability (computing); Poison control; Injury prevention; Legislation; Suicide prevention; Occupational safety and health; Public health; Psychiatry; Environmental health; Political science; Computer security; Nursing; Pathology","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.003302515,0.0009249108,0.005591849,0.0006750831,0.0001508977,0.00006711924,0.0004914574,0.002218009,0.0005271009],"category_scores_gemma":[0.005784266,0.0006335427,0.0008758501,0.000718551,0.0005907299,0.00009452683,0.000335992,0.006643888,0.0003019354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010315,"about_ca_system_score_gemma":0.0003326662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004250176,"about_ca_topic_score_gemma":0.000007740006,"domain_scores_codex":[0.9924912,0.003107158,0.00180086,0.0013203,0.0004500922,0.0008303162],"domain_scores_gemma":[0.9947671,0.002691082,0.000685644,0.001392045,0.0001201389,0.0003440404],"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":[0.00004013512,0.00005367682,0.0000101911,0.1036469,0.0002136633,0.00005336749,0.0004099417,1.875381e-9,6.507344e-7,0.000215408,0.03397364,0.8613825],"study_design_scores_gemma":[0.0003103346,0.00102878,0.00001635078,0.009926068,0.0008983153,0.003206503,0.00004495436,0.000005662924,4.539274e-7,0.0001780777,0.9840025,0.0003820325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001129419,0.9901117,0.00001132452,0.0009545864,0.0008248047,0.0043326,0.00003315201,0.0001259116,0.003492985],"genre_scores_gemma":[0.00004806538,0.9916155,0.0004824893,0.005096969,0.001109604,0.0004828477,0.00007171612,0.0001764619,0.0009163851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9500288,"threshold_uncertainty_score":0.9996116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1919955416155101,"score_gpt":0.4559052376077857,"score_spread":0.2639096959922756,"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."}}