{"id":"W2756674423","doi":"10.1016/j.suc.2017.06.010","title":"Trauma Education and Prevention","year":2017,"lang":"en","type":"review","venue":"Surgical Clinics of North America","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Injury prevention; Suicide prevention; Poison control; Medical emergency; Intensive care medicine","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":[0.00267322,0.001286618,0.002528684,0.008256443,0.0006829235,0.003003736,0.001035049,0.002303,0.01114267],"category_scores_gemma":[0.009837907,0.000610906,0.001479238,0.007893329,0.0009286999,0.002548545,0.002296261,0.001963553,0.0009155357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002104294,"about_ca_system_score_gemma":0.009492951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008879014,"about_ca_topic_score_gemma":0.02248958,"domain_scores_codex":[0.9983804,0.0005800169,0.0003928549,0.0001616542,0.0003507165,0.0001343051],"domain_scores_gemma":[0.9951501,0.003411608,0.0007507751,0.00007617225,0.0004335835,0.000177662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009875506,0.000160181,0.001799632,0.2508969,0.001020273,0.0001514013,0.0004773161,0.0001591841,0.0001206971,0.003600438,0.02954532,0.7119699],"study_design_scores_gemma":[0.0001626334,0.0001716014,0.009485905,0.498843,0.004534765,0.001084958,0.001337498,0.00007342704,0.0001770563,0.002313258,0.481768,0.00004777415],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009652579,0.9986272,0.00001825605,0.0003873333,0.0001844158,0.00001124034,0.00002655958,0.000001817347,0.0006466825],"genre_scores_gemma":[0.001368793,0.9977309,0.00008925673,0.0004835457,0.000127614,0.00001565622,0.00002231637,6.110008e-7,0.0001612456],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01114267,"threshold_uncertainty_score":0.03727597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1515701797841225,"score_gpt":0.4779837246208783,"score_spread":0.3264135448367558,"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."}}