{"id":"W2563382735","doi":"10.1097/ta.0000000000001303","title":"Should grade of solid organ injury determine need for hospitalization in children?","year":2016,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Capital District Health Authority","funders":"","keywords":"Medicine; Retrospective cohort study; Hematocrit; Pediatrics; Computed tomography; Emergency medicine; Surgery; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004004882,0.0001579032,0.0004122338,0.0002063507,0.0001065004,0.00001181886,0.00007983637,0.0001265176,0.0000357583],"category_scores_gemma":[0.0007158463,0.00008781264,0.0001437755,0.0001756725,0.000346048,0.0002342769,0.0000183233,0.0001875871,6.903824e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006080002,"about_ca_system_score_gemma":0.00006629041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003951685,"about_ca_topic_score_gemma":0.00002242344,"domain_scores_codex":[0.9987299,0.0000848804,0.0006193101,0.000111966,0.0002440811,0.000209846],"domain_scores_gemma":[0.9986762,0.0002813848,0.0001519815,0.0001447317,0.0006211192,0.0001245454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005139386,0.0008466273,0.8737149,0.0009022229,0.0002428725,0.000007366812,0.004187937,0.000002364169,0.04933929,0.003398799,0.003336,0.05888226],"study_design_scores_gemma":[0.004526339,0.01288449,0.7681466,0.0008991218,0.001019346,0.0006529965,0.001968469,0.00001314648,0.2031135,0.005740182,0.0007243562,0.0003114191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947029,0.0004997927,0.002150615,0.002004846,0.0002286568,0.0002885337,0.00005839437,0.00001193239,0.00005429764],"genre_scores_gemma":[0.998839,0.0003901629,0.0001187403,0.0002128949,0.0003888813,0.000004881134,0.000003281114,0.00002249583,0.0000197115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1537742,"threshold_uncertainty_score":0.3580896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02161322623784499,"score_gpt":0.3387684294763084,"score_spread":0.3171552032384634,"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."}}