{"id":"W2092437834","doi":"10.1097/ta.0b013e3181e751f7","title":"Access to Trauma Systems in Canada","year":2010,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Medical Association","funders":"Canadian Institutes of Health Research","keywords":"Trauma center; Medicine; Multidisciplinary approach; Medical emergency; Geography; Census; Trauma care; Health care; Demography; Environmental health; Population; Retrospective cohort study; Political science; Surgery","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003231934,0.0001497305,0.0003613446,0.0001371681,0.0001754484,0.0000390335,0.000122338,0.00006745662,0.00007092408],"category_scores_gemma":[0.0003229729,0.00009671892,0.00007540164,0.0002414844,0.00009714222,0.0001477927,0.00003075243,0.0006147954,0.000001660859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674862,"about_ca_system_score_gemma":0.0003268404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4300423,"about_ca_topic_score_gemma":0.7915223,"domain_scores_codex":[0.9987094,0.00007515309,0.0004826588,0.0001134443,0.0003550367,0.0002643302],"domain_scores_gemma":[0.9987352,0.0001488017,0.0000543306,0.0001551239,0.0006452689,0.0002612736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001238214,0.0002416213,0.8485984,0.001334375,0.0002067107,0.0001648219,0.007684685,0.00008418153,0.002497591,0.001546496,0.03080906,0.1055939],"study_design_scores_gemma":[0.000624894,0.0006924065,0.9771234,0.0001593938,0.0002196413,0.000648164,0.006503603,0.000007033828,0.0008558132,0.0001176582,0.01289542,0.0001525531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904162,0.00131197,0.00003898407,0.002484192,0.00282727,0.0001795018,0.00001623846,0.000009519878,0.002716069],"genre_scores_gemma":[0.9988399,0.0001600082,0.00001463775,0.0003267248,0.000623238,0.000005697309,8.561621e-7,0.000013913,0.00001502546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.36148,"threshold_uncertainty_score":0.5737531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242801782580206,"score_gpt":0.3320532020787656,"score_spread":0.3096251842529635,"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."}}