{"id":"W2993330950","doi":"10.1186/s13017-019-0274-x","title":"Kidney and uro-trauma: WSES-AAST guidelines","year":2019,"lang":"en","type":"review","venue":"World Journal of Emergency Surgery","topic":"Urological Disorders and Treatments","field":"Medicine","cited_by":261,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Kidney; General surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006359662,0.0004979486,0.003304929,0.0007441678,0.0000577298,0.00001419297,0.0001338216,0.0001926001,0.002303395],"category_scores_gemma":[0.0009784496,0.0003021494,0.001844851,0.0004668681,0.00004041833,0.00009323,0.0000576544,0.0005741506,0.0001036759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004534326,"about_ca_system_score_gemma":0.0004688956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001075572,"about_ca_topic_score_gemma":0.000005854207,"domain_scores_codex":[0.9965062,0.0001488968,0.002234648,0.0003131672,0.0004349519,0.0003621207],"domain_scores_gemma":[0.9972039,0.0002884953,0.001324078,0.0003117379,0.0003624827,0.0005093362],"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":[0.00004162412,0.0002441115,0.006433744,0.004896034,0.001022789,0.0003763639,0.000005734501,1.392622e-7,2.063246e-7,0.00001192113,0.2849034,0.7020639],"study_design_scores_gemma":[0.0003023913,0.0001450113,0.0007790988,0.008165397,0.003486005,0.0004516722,0.00000377168,6.53905e-7,1.138068e-7,0.00007255758,0.9863534,0.0002399219],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007327308,0.9928473,0.000006567387,0.0008426406,0.00341127,0.0003109549,0.00002931515,0.00001342212,0.002465219],"genre_scores_gemma":[0.00005799106,0.9916765,0.0001891711,0.0004090725,0.0007963307,0.000007215346,0.00004881201,0.00006067765,0.006754223],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7018239,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.250804993698169,"score_gpt":0.4194486344314923,"score_spread":0.1686436407333233,"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."}}