{"id":"W7106363559","doi":"10.5281/zenodo.17680032","title":"What is the incidence and prevalence of subdural hematoma in the United States and Canada? What is the projected trend of this incidence and prevalence? Please report per population as well as actual numbers, including regional examples from Bronx County in New York, New York City, New York State, the city of Toronto, and the province of Ontario. Identify these trends in the elderly, particularly among those with dementia or cognitive impairment.","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Neurosurgical Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incidence (geometry); Population; Epidemiology; Dementia; Hematoma; Population ageing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00186946,0.0002820983,0.0003905385,0.0001179332,0.0006724492,0.0006545428,0.0008507262,0.00006772102,0.001026796],"category_scores_gemma":[0.0007156801,0.0001346988,0.00004575479,0.000976189,0.001315635,0.0007726439,0.0007182519,0.0004942212,5.905433e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001834956,"about_ca_system_score_gemma":0.0005544028,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8252337,"about_ca_topic_score_gemma":0.5382054,"domain_scores_codex":[0.9958829,0.001353906,0.0008982665,0.0005673281,0.0009792789,0.0003183616],"domain_scores_gemma":[0.9967251,0.001365554,0.0008129951,0.0006490856,0.0003303215,0.0001168759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0109077,0.0008307816,0.3781147,0.001681697,0.0006878824,0.00009542516,0.5683961,0.00006140787,0.0003309484,0.001098598,0.01800162,0.01979313],"study_design_scores_gemma":[0.002383753,0.0007307979,0.9361416,0.003382232,0.0004502265,0.0002618811,0.05231393,0.0004985001,0.0001575026,0.0007091948,0.002788163,0.0001822607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857161,0.007013824,0.00002819946,0.004879381,0.00002151333,0.002098863,0.0001041659,0.00001087559,0.0001270864],"genre_scores_gemma":[0.9920424,0.006152735,0.00001477074,0.000445514,0.0000165135,0.00000227124,0.0001022157,0.00006656202,0.001157042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5580269,"threshold_uncertainty_score":0.9998864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04542261303500025,"score_gpt":0.291633839006605,"score_spread":0.2462112259716047,"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."}}