{"id":"W6886049779","doi":"10.14288/1.0378959","title":"Socio Economic Status and Traumatic Brain Injury amongst Pediatric Populations: A Spatial Analysis in Greater Vancouver","year":2019,"lang":"en","type":"article","venue":"Open Collections","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Traumatic brain injury; Socioeconomic status; Injury prevention; Multivariate analysis; Occupational safety and health; Poison control; Mortality rate; Suicide prevention","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004397394,0.0002893332,0.0003842657,0.001807115,0.001815301,0.001593313,0.0007435144,0.000227271,0.001766133],"category_scores_gemma":[0.001786832,0.0003113455,0.0003862401,0.005050508,0.0005527483,0.000230081,0.001397188,0.0004256745,0.0001595811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006132471,"about_ca_system_score_gemma":0.007715084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9664523,"about_ca_topic_score_gemma":0.9796789,"domain_scores_codex":[0.9994387,0.0000694775,0.00004123061,0.00009356248,0.0001846179,0.0001723341],"domain_scores_gemma":[0.9988024,0.0001163556,0.0002392237,0.00006332302,0.0004992968,0.0002793855],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002153045,0.00001016546,0.9958268,0.00002325826,0.00005076749,0.00008839268,0.0006455822,0.0001408259,0.0001039898,0.00004060772,0.0002501653,0.002797968],"study_design_scores_gemma":[0.000001501236,0.000008591904,0.9965535,0.00002592554,0.00001782392,0.00008018474,0.002595988,0.0002709556,0.00002540979,0.0000178709,0.0003982064,0.000003995797],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977947,0.0002561648,0.00008938544,0.00007198012,0.000003360848,0.00001476858,0.001028836,0.000004195214,0.0007365774],"genre_scores_gemma":[0.9987287,0.0002628698,0.0001290553,0.00001591526,0.000001859433,0.00001042645,0.0005612469,0.000002863604,0.0002869914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0335477,"threshold_uncertainty_score":0.06749046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05251537294513905,"score_gpt":0.345763552426866,"score_spread":0.293248179481727,"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."}}