{"id":"W2496298258","doi":"10.1142/9789814287890_0015","title":"RENAL AND GENITOURINARY TRAUMA","year":2013,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Genitourinary system; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002619879,0.0003803327,0.0005576463,0.0005565664,0.0003432428,0.0001896404,0.0001486143,0.0001963137,0.002833381],"category_scores_gemma":[0.000006131911,0.0003187417,0.0002056123,0.0000289124,0.001273911,0.00005713915,0.0001145447,0.0005535521,0.0008998454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005259899,"about_ca_system_score_gemma":0.0001146384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004012662,"about_ca_topic_score_gemma":0.0001076033,"domain_scores_codex":[0.9980127,0.00001238334,0.0004070934,0.0007063389,0.0005192798,0.0003422236],"domain_scores_gemma":[0.9987003,0.00004693538,0.0001551546,0.0006237533,0.0001461527,0.0003277186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003937471,0.00005994066,0.00004332589,0.0005273976,0.0003180892,0.0006723595,0.0009828387,7.306731e-8,0.005754045,0.1444026,0.6691816,0.177664],"study_design_scores_gemma":[0.0004554754,0.0001775111,0.0001608245,0.0005734035,0.0002275427,0.000193484,0.00001925527,0.000006818258,0.001839334,0.009396487,0.9866182,0.0003316785],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007527509,0.0009603524,0.000004771959,0.0002365949,0.0008257587,0.0005726665,0.00002634223,0.00009463669,0.9897513],"genre_scores_gemma":[0.01587094,0.000003301242,0.0008966661,0.0002045196,0.0005734815,0.00001944646,0.00004258738,0.00006846548,0.9823206],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3174365,"threshold_uncertainty_score":0.9999264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03513913276164401,"score_gpt":0.2585353210354579,"score_spread":0.2233961882738139,"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."}}