{"id":"W4252052787","doi":"10.1002/9780471420194.tnmc38.pub3","title":"Urological Tumours","year":2017,"lang":"en","type":"other","venue":"TNM Online","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007574668,0.000191858,0.0004451526,0.0001262734,0.00008022229,0.000004816269,0.0001307092,0.0004095921,0.02591351],"category_scores_gemma":[0.0003480805,0.0001300273,0.0001022694,0.0000350528,0.000265947,0.000008242791,0.00005147276,0.000519852,0.0008205657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002066631,"about_ca_system_score_gemma":0.00016607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004305774,"about_ca_topic_score_gemma":0.00002828101,"domain_scores_codex":[0.9990206,0.00002972189,0.0001270574,0.0004142561,0.0001588972,0.0002494188],"domain_scores_gemma":[0.9988463,0.00002266109,0.0001908314,0.0007357759,0.00004184989,0.0001625707],"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":[0.00002728258,0.0002723019,0.0008412601,0.00005215396,0.00004424987,0.000162706,0.000004084329,3.178265e-8,0.000006412884,0.0001017401,0.9961545,0.002333224],"study_design_scores_gemma":[0.0003912376,0.0003075751,0.03217427,0.0001155253,0.0001308655,0.0001386439,0.000003214357,0.000003017804,9.029982e-7,0.0001188379,0.9664979,0.0001180285],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001559084,0.002297979,0.00003194613,0.01117328,0.0006000094,0.0004945532,0.001932131,0.0004161701,0.982898],"genre_scores_gemma":[0.001144265,0.0005200528,0.001390362,0.002272611,0.003767255,0.00002358779,0.002536742,0.0001733534,0.9881718],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03133301,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05095544345308533,"score_gpt":0.3697548021770583,"score_spread":0.318799358723973,"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."}}