{"id":"W3165125148","doi":"","title":"Vancouver-Klassifikation von Nierentumoren: Empfehlungen der Konsenskonferenz der Internationalen Gesellschaft für Uropathologie (ISUP) 2012","year":2015,"lang":"de","type":"article","venue":"Der Pathologe","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Gynecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004405803,0.0003438436,0.0004845035,0.002663152,0.0008901038,0.00241319,0.0006749037,0.0008374773,0.004509851],"category_scores_gemma":[0.01178608,0.0002833542,0.0007978962,0.004086581,0.0005018086,0.0007727322,0.001925842,0.001328967,0.0009996122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004440118,"about_ca_system_score_gemma":0.008812904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07888234,"about_ca_topic_score_gemma":0.2039879,"domain_scores_codex":[0.9978064,0.00052443,0.0003642625,0.0001131789,0.0008418364,0.000350017],"domain_scores_gemma":[0.9937021,0.001206026,0.0008632299,0.0001713972,0.002584007,0.001473298],"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":[0.001128183,0.0002100378,0.2200597,0.001170263,0.000221462,0.0003523083,0.0007991177,0.0006629829,0.0007674951,0.001205447,0.05195346,0.7214696],"study_design_scores_gemma":[0.0001915741,0.0005280419,0.771822,0.003073341,0.0005565312,0.002159974,0.003537418,0.001392928,0.001859382,0.001209794,0.2135408,0.0001280919],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5491629,0.2039205,0.005094595,0.09686962,0.004138767,0.001602506,0.01097501,0.0003437692,0.1278923],"genre_scores_gemma":[0.8091476,0.1278903,0.01053692,0.009005377,0.001448026,0.000494969,0.01714112,0.0001434234,0.02419217],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07888234,"threshold_uncertainty_score":0.1568464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07209787825415677,"score_gpt":0.3160183033417476,"score_spread":0.2439204250875909,"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."}}