{"id":"W3096056345","doi":"10.1097/pec.0000000000002276","title":"Quality Indicators for Children With Traumatic Brain Injury After Transition to an American College of Surgeons Level I Pediatric Trauma Center","year":2020,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Pediatric trauma; Traumatic brain injury; Trauma center; Quality (philosophy); Injury Severity Score; Injury prevention; Center (category theory); 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":[0.002399593,0.0002569444,0.000358816,0.00404094,0.0003326116,0.0007614144,0.0005174544,0.000291656,0.001150158],"category_scores_gemma":[0.01343677,0.0001534601,0.000724213,0.004540869,0.0003245707,0.0008855635,0.0007984191,0.0006241383,0.000118207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284772,"about_ca_system_score_gemma":0.001397744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01065139,"about_ca_topic_score_gemma":0.009725265,"domain_scores_codex":[0.9973329,0.0004866379,0.0006831971,0.0002710985,0.0009083715,0.0003179092],"domain_scores_gemma":[0.9810058,0.001700629,0.01451751,0.0002038589,0.001557102,0.001015096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000149933,0.0000088386,0.9985898,0.00002566075,0.00002721359,0.0000153068,0.0000380501,0.00003543379,0.00001247826,0.00001081637,0.0001555548,0.001065749],"study_design_scores_gemma":[0.000003030054,0.0000530934,0.9990871,0.00003870433,0.00001735835,0.0001128049,0.0002466762,0.0001489672,0.00003931144,0.000008787533,0.0002415791,0.000002670206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923713,0.002640007,0.0004485023,0.0004845773,0.00003811779,0.00006190905,0.003134091,0.00001832134,0.0008031318],"genre_scores_gemma":[0.9967088,0.0006919954,0.0006008836,0.00005437699,0.00002865428,0.00005273672,0.001813966,0.00000363602,0.00004508643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01065139,"threshold_uncertainty_score":0.02117884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324131487688698,"score_gpt":0.3056162100929782,"score_spread":0.2732030613241084,"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."}}