{"id":"W2048350686","doi":"10.1016/j.amjsurg.2005.01.036","title":"A population-based assessment of major trauma in a large Canadian region","year":2005,"lang":"en","type":"article","venue":"The American Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Alberta Health Services; University of Calgary","funders":"","keywords":"Confidence interval; Medicine; Demography; Population; Relative risk; Incidence (geometry); Homicide; Poison control; Injury prevention; Occupational safety and health; Environmental health; Internal medicine; Pathology","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":[0.0006115458,0.00008085569,0.0004909019,0.0004010815,0.0000425604,0.000002704178,0.00006089517,0.00001391716,0.00005101503],"category_scores_gemma":[0.00008128247,0.0000531516,0.0001980113,0.0004074127,0.00006564335,0.00004418144,0.000004283931,0.0001658727,8.876667e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001867045,"about_ca_system_score_gemma":0.000455295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02697263,"about_ca_topic_score_gemma":0.01851703,"domain_scores_codex":[0.9989139,0.0000880297,0.0004955178,0.00006117626,0.000230152,0.0002111666],"domain_scores_gemma":[0.9990423,0.0001927309,0.0003933134,0.000129889,0.0001237118,0.0001180037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001217798,0.00008240151,0.9525346,0.00001390935,0.00006350778,0.00006646369,0.0002218536,0.00009725337,0.00004434853,0.00002897054,0.0009154377,0.04580943],"study_design_scores_gemma":[0.0003414277,0.00009060912,0.9972796,0.0001445215,0.00005165732,0.00006975305,0.0006848227,0.00009676806,0.00002994805,0.00001314113,0.001145653,0.00005213588],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897974,0.0002901806,0.00006740207,0.008955373,0.0001198301,0.00005536629,0.000004136,0.000003299729,0.0007069954],"genre_scores_gemma":[0.9987157,0.00007923136,0.0003002155,0.0007134485,0.0001572341,0.000001978748,0.000002379692,0.000009831712,0.00002000341],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0457573,"threshold_uncertainty_score":0.9993924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03398796473176945,"score_gpt":0.3156458459042717,"score_spread":0.2816578811725022,"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."}}