{"id":"W3041756748","doi":"10.1016/j.jpurol.2020.06.033","title":"Contemporary management of pediatric high grade renal trauma: 10 year experience at a level 1 trauma centre","year":2020,"lang":"en","type":"article","venue":"Journal of Pediatric Urology","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Pediatric trauma; Demographics; Nephrectomy; Conservative management; Injury Severity Score; Cohort; Trauma center; Renal injury; Population; Blunt; Major trauma; Surgery; Retrospective cohort study; Emergency medicine; Injury prevention; Poison control; Renal function; Internal medicine; Kidney","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":[0.0002499604,0.0002397079,0.0007284317,0.000280551,0.00006125866,0.000007865302,0.0002891843,0.0001773549,0.0008153348],"category_scores_gemma":[0.00008822767,0.0001955243,0.0003128119,0.0004787837,0.0001298004,0.0001536311,0.00009983069,0.0004213797,0.00005504554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000552017,"about_ca_system_score_gemma":0.0001281214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007324169,"about_ca_topic_score_gemma":7.046638e-7,"domain_scores_codex":[0.9976217,0.0001125552,0.001073586,0.0002777225,0.0005691632,0.0003452933],"domain_scores_gemma":[0.9982734,0.0001233363,0.0008362221,0.0001898401,0.0001937349,0.0003835218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0303419,0.003700481,0.3135048,0.001496427,0.002330631,0.01044561,0.01608792,0.0000633399,0.00204068,0.001006485,0.6124013,0.006580405],"study_design_scores_gemma":[0.05220927,0.02624647,0.8097572,0.00004674992,0.0108833,0.001887673,0.008081689,0.0001352301,0.007357955,0.0005730298,0.08135298,0.001468487],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897208,0.003418675,0.0001937435,0.004360619,0.0003659382,0.0002157499,0.0000285132,0.00001901554,0.001676971],"genre_scores_gemma":[0.9929762,0.001022536,0.001963351,0.0005289808,0.002878838,0.000003126426,0.000006944424,0.00002879457,0.0005912438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5310483,"threshold_uncertainty_score":0.8927345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06987757975775111,"score_gpt":0.2897676244364747,"score_spread":0.2198900446787236,"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."}}