{"id":"W2622158269","doi":"10.1097/ta.0000000000001576","title":"Proposed clinical pathway for nonoperative management of high-grade pediatric pancreatic injuries based on a multicenter analysis","year":2017,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Multicenter study; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01881988,0.0005549682,0.0005624571,0.004731119,0.0009445897,0.002132509,0.001827973,0.0005679793,0.001394175],"category_scores_gemma":[0.03110481,0.0002515861,0.0008829941,0.002676249,0.0004551788,0.001250027,0.00163271,0.0005961518,0.000294159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00315611,"about_ca_system_score_gemma":0.009777285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813847,"about_ca_topic_score_gemma":0.006499286,"domain_scores_codex":[0.9906772,0.003496339,0.003029083,0.0008258851,0.001508478,0.0004630088],"domain_scores_gemma":[0.9606975,0.004433457,0.01240942,0.001431954,0.01870907,0.002318582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001491265,0.0001621453,0.9469529,0.0003491078,0.0001513466,0.000497847,0.0002979493,0.001241038,0.0005355917,0.0007866515,0.003684775,0.04519152],"study_design_scores_gemma":[0.0002611977,0.001110268,0.9442803,0.001853435,0.0005895243,0.004691001,0.004371017,0.02381074,0.003422039,0.002853977,0.01266424,0.0000923596],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.899325,0.00966934,0.06231219,0.01184892,0.0003503824,0.003652349,0.003023654,0.0005169587,0.009301282],"genre_scores_gemma":[0.9019185,0.002020413,0.09003635,0.0005435971,0.0001456102,0.001077898,0.003930966,0.00003765022,0.0002890246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01881988,"threshold_uncertainty_score":0.09953022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03391023322224344,"score_gpt":0.3821871585429983,"score_spread":0.3482769253207549,"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."}}