{"id":"W2067149032","doi":"10.1590/s0100-69912013000400016","title":"Atualização da classificação e tratamento das lesões renais complexas","year":2013,"lang":"pt","type":"review","venue":"Revista do Colégio Brasileiro de Cirurgiões","topic":"Abdominal Trauma and Injuries","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Humanities; Philosophy","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002198506,0.003737822,0.01018138,0.001192515,0.001112435,0.003375367,0.002612619,0.002399098,0.01239934],"category_scores_gemma":[0.001408192,0.003257664,0.003651181,0.002152886,0.002053996,0.0008198041,0.0007159668,0.003222095,0.007116682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002067966,"about_ca_system_score_gemma":0.00274621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003365315,"about_ca_topic_score_gemma":0.00002367194,"domain_scores_codex":[0.983446,0.002313556,0.005254888,0.003367998,0.002273789,0.003343782],"domain_scores_gemma":[0.9871618,0.002290404,0.003073197,0.004273156,0.00082175,0.002379755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005430621,0.001888398,0.008432773,0.1076311,0.004156574,0.001197187,0.002108385,0.000001452528,0.0003628274,0.04013375,0.3404459,0.4930985],"study_design_scores_gemma":[0.002044207,0.001242304,0.0027449,0.05656427,0.007115316,0.0009970267,0.002213045,0.00007439232,0.0000589941,0.0001136629,0.9238794,0.002952473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005556839,0.9703773,0.000941043,0.0004466305,0.001415346,0.007948865,0.001230517,0.0005496104,0.01153386],"genre_scores_gemma":[0.02140237,0.940293,0.0007928102,0.001097798,0.003234449,0.001350022,0.002076264,0.0008679064,0.02888543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5834335,"threshold_uncertainty_score":0.9990775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1264825623417262,"score_gpt":0.3991984993955682,"score_spread":0.272715937053842,"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."}}