{"id":"W165729420","doi":"10.1093/pch/19.10.543","title":"A population-based study of paediatric emergency department and office visits for concussions from 2003 to 2010","year":2014,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto; Hospital for Sick Children; SickKids Foundation; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Emergency department; Medicine; Medical emergency; Epidemiology; Emergency medicine; Family medicine; 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":[0.0005386344,0.0003196924,0.0004895147,0.001430496,0.0008208569,0.0007375966,0.000738952,0.0005246816,0.001059509],"category_scores_gemma":[0.001880753,0.000567795,0.0005656545,0.003328555,0.0004028468,0.0005712013,0.0005844251,0.0006813026,0.0003242939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004778722,"about_ca_system_score_gemma":0.004535748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5070252,"about_ca_topic_score_gemma":0.618107,"domain_scores_codex":[0.9989341,0.00008845423,0.0001171682,0.0001895503,0.0004609461,0.0002098148],"domain_scores_gemma":[0.9984341,0.00006005542,0.0007708926,0.00005522785,0.0004704896,0.0002092006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000264437,0.00002208932,0.9987339,0.0000192473,0.00002321732,0.00007049563,0.0002726003,0.000009263501,0.00006400826,0.000003958969,0.0002375468,0.0005171958],"study_design_scores_gemma":[0.000003674299,0.00002055027,0.9995285,0.000005690295,0.000006143448,0.00008356837,0.0001741955,0.00001365545,0.000006086379,0.000001113337,0.0001555869,0.000001209984],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938672,0.000344291,0.0000578096,0.00008267563,0.00000728265,0.00006687165,0.004628801,0.000009883541,0.0009351113],"genre_scores_gemma":[0.9961879,0.000418532,0.0001465398,0.00008236835,0.00001131396,0.00008074725,0.002779549,0.000004317913,0.0002888388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5070252,"threshold_uncertainty_score":0.991756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752675746437265,"score_gpt":0.3523166431863998,"score_spread":0.3147898857220272,"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."}}