{"id":"W2002621451","doi":"10.1097/ta.0000000000000595","title":"Close to home","year":2015,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health; Hamilton General Hospital; McMaster University; Sunnybrook Hospital; University of Toronto; St. Michael's Hospital","funders":"National Heart, Lung, and Blood Institute","keywords":"Residence; Medicine; Triage; Injury prevention; Population; Medical emergency; Poison control; Demography; Emergency medicine; Human factors and ergonomics; Occupational safety and health; Geography; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00050992,0.0002984765,0.0004876767,0.0008593386,0.001305443,0.001496882,0.001068552,0.0007316669,0.06425639],"category_scores_gemma":[0.005983075,0.0001491168,0.0004594561,0.0009969852,0.0005181467,0.001566201,0.001626485,0.001156738,0.005929138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007256679,"about_ca_system_score_gemma":0.001282407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005839471,"about_ca_topic_score_gemma":0.00539068,"domain_scores_codex":[0.9989737,0.0002382867,0.0001064342,0.0001876736,0.0002976304,0.0001962983],"domain_scores_gemma":[0.9975668,0.0003578798,0.00100241,0.0001468235,0.0004912977,0.0004348897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004070585,0.0007103778,0.4943359,0.003563401,0.0003482325,0.006712301,0.003783486,0.0002805254,0.0004274106,0.008126997,0.1826956,0.2986086],"study_design_scores_gemma":[0.0001365476,0.001030074,0.5525041,0.009819895,0.0003990811,0.02918981,0.01533253,0.0002794764,0.0004930264,0.01216233,0.3785844,0.0000687542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5206723,0.0487264,0.004583402,0.02704844,0.003398305,0.0005662639,0.008916079,0.0002760142,0.3858128],"genre_scores_gemma":[0.9396989,0.02352648,0.00111532,0.008149849,0.001065877,0.0002048644,0.003166399,0.00003548793,0.0230368],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06425639,"threshold_uncertainty_score":0.2149591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741335639666429,"score_gpt":0.3565188064382577,"score_spread":0.3191054500415934,"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."}}