{"id":"W2924826731","doi":"10.1503/cjs.004218","title":"Effect of predicted travel time to trauma care on mortality in major trauma patients in Nova Scotia","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Health and Wellness; Simon Fraser University; University of Calgary; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Confidence interval; Odds ratio; Emergency medicine; Logistic regression; Nova scotia; Injury prevention; Major trauma; Population; Poison control; Demography; Occupational safety and health; Injury Severity Score; Medical emergency; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000522892,0.0002589098,0.0002574305,0.0005687588,0.0005984098,0.0007508808,0.0006906771,0.000319943,0.001983982],"category_scores_gemma":[0.004322014,0.0002108575,0.000570951,0.0007983532,0.0004644142,0.0001960376,0.0009320976,0.000569101,0.0001620624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005894544,"about_ca_system_score_gemma":0.005747619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8216608,"about_ca_topic_score_gemma":0.8015439,"domain_scores_codex":[0.9994717,0.0001163723,0.00005653691,0.00007882191,0.00009730505,0.0001792055],"domain_scores_gemma":[0.9972568,0.0003924457,0.001080718,0.0000881487,0.0004689845,0.0007128917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007616208,0.000009844734,0.9987288,0.0000145803,0.00003209785,0.00005622807,0.00005954514,0.0001785868,0.00003269255,0.00001827881,0.0002364391,0.0005567205],"study_design_scores_gemma":[0.000004325697,0.00003021565,0.9990045,0.00002380516,0.00001290298,0.0000530292,0.0002778094,0.0004631875,0.00001241825,0.000009901543,0.0001050634,0.000002867653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978215,0.000234967,0.00005210457,0.0001913838,0.00001784248,0.00001156518,0.001039838,0.000003696594,0.0006270466],"genre_scores_gemma":[0.999281,0.00008896997,0.00003916088,0.00002133496,0.000003834878,0.000005293762,0.0004002567,0.000001268024,0.0001588727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1783392,"threshold_uncertainty_score":0.3587789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884453631728466,"score_gpt":0.2596304127481733,"score_spread":0.2407858764308886,"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."}}