{"id":"W2892653609","doi":"10.1136/injuryprevention-2018-safety.687","title":"PW 1238 Socio-economic status and ed visits for pediatric concussion","year":2018,"lang":"en","type":"article","venue":"Abstracts","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; York University","funders":"","keywords":"Concussion; Socioeconomic status; Emergency department; Medicine; Injury prevention; Poison control; Occupational safety and health; Demography; Suicide prevention; Population; Human factors and ergonomics; Environmental health; 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":[0.0003569782,0.0001170811,0.0002165743,0.000098583,0.0001162449,0.00003520842,0.00006302038,0.00009692853,0.0003602583],"category_scores_gemma":[0.0002585793,0.00009691884,0.00004629295,0.00004509337,0.000101748,0.0001082453,0.0000377336,0.0001472802,0.0005353182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009004917,"about_ca_system_score_gemma":0.0002407519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005223593,"about_ca_topic_score_gemma":0.00001098876,"domain_scores_codex":[0.9988711,0.00001766913,0.0002712021,0.0002613904,0.0001567847,0.0004218081],"domain_scores_gemma":[0.9989491,0.0003641912,0.00008708178,0.0002180971,0.00008618706,0.0002953344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003848113,0.0007249385,0.3915006,0.00218732,0.0004610918,0.00007610436,0.005291274,0.000007960403,0.02071171,0.002457903,0.3445194,0.2282135],"study_design_scores_gemma":[0.003534863,0.0008475084,0.9786986,0.00003752876,0.00007971857,0.0000242112,0.0002263799,0.0001490728,0.002674541,0.0007003922,0.01285813,0.000169032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934001,0.0001510163,0.000027957,0.001137931,0.0002401207,0.0006128836,0.00002966125,0.00005481185,0.004345532],"genre_scores_gemma":[0.9960739,0.0001117273,0.001379136,0.0002423538,0.001138502,0.00002584253,0.00002547076,0.00002835448,0.0009747323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.587198,"threshold_uncertainty_score":0.6880611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04503832263501534,"score_gpt":0.359831395372197,"score_spread":0.3147930727371817,"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."}}