{"id":"W2607577825","doi":"10.1016/j.jpedsurg.2017.04.015","title":"The spectrum and management of noniatrogenic vascular trauma in the pediatric population","year":2017,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University Health Network","funders":"","keywords":"Medicine; Pediatric trauma; Emergency medicine; Injury prevention; Poison control","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":[0.0005591298,0.000444158,0.0004288492,0.001859782,0.001138713,0.001104629,0.0005905685,0.0009640308,0.002547292],"category_scores_gemma":[0.003591476,0.0002443921,0.0004369877,0.001117178,0.0006451181,0.001062362,0.0008690523,0.00157945,0.0003303086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001064474,"about_ca_system_score_gemma":0.001542464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002043449,"about_ca_topic_score_gemma":0.003298402,"domain_scores_codex":[0.9988039,0.000204943,0.0001338389,0.00009546897,0.0003622685,0.0003995452],"domain_scores_gemma":[0.9987329,0.0002735939,0.0004065383,0.0000271676,0.0001879498,0.0003718468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001840024,0.0004194953,0.908594,0.0001117425,0.00006419318,0.02990258,0.0007895596,0.0008262646,0.001321165,0.002852809,0.003012162,0.05192206],"study_design_scores_gemma":[0.00002101299,0.0004087751,0.7845497,0.0005094289,0.00005150897,0.1955624,0.008250014,0.00150992,0.0006571553,0.003829594,0.004617974,0.00003247354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9486573,0.02231297,0.002363679,0.006237885,0.0001933744,0.00007093995,0.0002914708,0.00003888538,0.01983363],"genre_scores_gemma":[0.9868423,0.01033623,0.001311249,0.0004467161,0.000301059,0.00003654782,0.0002220666,0.00001497587,0.0004887511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002547292,"threshold_uncertainty_score":0.008521557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02428013934536757,"score_gpt":0.276081341041383,"score_spread":0.2518012016960155,"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."}}