{"id":"W4236406393","doi":"10.5489/cuaj.2235","title":"Unmoderated Posters: Oncology – Kidney and Ureter","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Renal and Vascular Pathologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ureter; Kidney; Medicine; Urology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007258868,0.00009242535,0.0002397887,0.0001109757,0.0001693056,0.00006339038,0.00005140869,0.0002772113,0.0002115888],"category_scores_gemma":[0.001951372,0.00006457836,0.00008000611,0.00007899916,0.00003793714,0.00005785273,0.00001227482,0.0004493229,0.00004585717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003674697,"about_ca_system_score_gemma":0.0003048513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001719138,"about_ca_topic_score_gemma":0.00009542084,"domain_scores_codex":[0.9989372,0.0002529238,0.0001940815,0.0001385784,0.0001517355,0.0003255127],"domain_scores_gemma":[0.9986534,0.0001014207,0.0001118003,0.00006386237,0.0001665838,0.0009029709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001234997,0.0000502749,0.9243482,0.00001003321,0.0002032318,0.000314338,0.0002845752,0.00001083248,0.001794014,0.0005640794,0.04344108,0.0288559],"study_design_scores_gemma":[0.00139291,0.0009581663,0.5808325,0.00001255975,0.00007928569,0.001594037,0.0000386597,0.0004114108,0.00003558687,0.001557899,0.4129742,0.0001127825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.886242,0.0001575035,0.0002645939,0.1032305,0.0002974921,0.0001209911,0.00001204702,0.0000338131,0.009641104],"genre_scores_gemma":[0.9694358,0.00006195687,0.0004162463,0.02920278,0.0003452422,0.000002653379,0.00001721097,0.000006451132,0.0005116765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3695332,"threshold_uncertainty_score":0.2633429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243465141278668,"score_gpt":0.2378307288607554,"score_spread":0.2253960774479687,"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."}}