{"id":"W2090537202","doi":"10.1016/j.amjsurg.2013.12.011","title":"A booming economy means a bursting trauma system: association between hospital admission for major injury and indicators of economic activity in a large Canadian health region","year":2014,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Foothills Medical Centre","funders":"","keywords":"Gross domestic product; Medicine; Population; Demography; Epidemiology; Injury Severity Score; Injury prevention; Trauma center; Emergency medicine; Poison control; Occupational safety and health; Environmental health; Economics; Economic growth; Surgery; Internal medicine; Retrospective cohort study","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":[0.0008697294,0.0006634466,0.0005724197,0.002135787,0.003875838,0.003030221,0.003384645,0.001534939,0.004702504],"category_scores_gemma":[0.002854085,0.000827391,0.001452836,0.005919921,0.00186714,0.00105813,0.002211012,0.002153385,0.0003683657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02590556,"about_ca_system_score_gemma":0.03289372,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9941428,"about_ca_topic_score_gemma":0.9967493,"domain_scores_codex":[0.9987987,0.0001016809,0.00008020552,0.0001779502,0.0002101163,0.000631224],"domain_scores_gemma":[0.996778,0.0002566509,0.0006497638,0.0001287134,0.0008946573,0.001292275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007115466,0.00005552634,0.9967397,0.00001262927,0.00007628286,0.0001026717,0.0007524717,0.00008631525,0.00009916319,0.000132268,0.0006506622,0.001221181],"study_design_scores_gemma":[0.000004647027,0.00001428408,0.9957715,0.00001904104,0.00002968734,0.00004795703,0.003619052,0.0001828317,0.00001608119,0.00002543702,0.0002551217,0.00001437814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965767,0.000464283,0.00005491822,0.0005833976,0.00001580541,0.00001706353,0.001213978,0.00000751462,0.001066201],"genre_scores_gemma":[0.9983037,0.0002903995,0.00009286346,0.0001109434,0.00001202668,0.000007231534,0.0006398444,0.000005308726,0.0005377071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02590556,"threshold_uncertainty_score":0.1879589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01946637843417749,"score_gpt":0.2798482785007821,"score_spread":0.2603819000666047,"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."}}