{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003998475,0.0001275347,0.0002866104,0.0001106549,0.0001637289,0.00001868722,0.00006092395,0.00006160264,0.00004700759],"category_scores_gemma":[0.0004771088,0.00007764141,0.0001149843,0.0001792267,0.0001508972,0.0001027806,0.00002996412,0.0002862567,0.00001546833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000690859,"about_ca_system_score_gemma":0.00007476743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001120544,"about_ca_topic_score_gemma":0.00006235733,"domain_scores_codex":[0.9989585,0.00007924077,0.0003320192,0.00009149715,0.0003364478,0.0002023323],"domain_scores_gemma":[0.9982105,0.00007957446,0.00003854222,0.0001363195,0.001156186,0.0003788969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.007281062,0.0009780525,0.3103067,0.001395097,0.0007817802,0.0002175393,0.07759602,0.00003678714,0.002341637,0.009362662,0.3872232,0.2024795],"study_design_scores_gemma":[0.003229282,0.01418803,0.7819608,0.0003615023,0.001795217,0.002737021,0.03301728,0.000004048251,0.002565296,0.006599589,0.1530466,0.0004953506],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850135,0.003440035,0.0002670826,0.00448248,0.001328351,0.0001081817,0.000009162825,0.00002287716,0.005328357],"genre_scores_gemma":[0.9980493,0.0003143037,0.00009163889,0.0005728924,0.0008943244,0.000002103465,8.174012e-7,0.00001321948,0.0000613825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4716541,"threshold_uncertainty_score":0.3166125,"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."}}