{"id":"W1910911704","doi":"10.1007/s00292-014-2030-z","title":"Vancouver-Klassifikation von Nierentumoren","year":2014,"lang":"de","type":"article","venue":"Der Pathologe","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Gynecology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005013008,0.0004601211,0.0006264676,0.0002004961,0.000147104,0.00004751751,0.000186753,0.0003036797,0.0004399572],"category_scores_gemma":[0.0002386022,0.0003904485,0.0002435762,0.0002282937,0.0001632424,0.0000988439,0.000107159,0.0003783593,0.004552003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003405309,"about_ca_system_score_gemma":0.00009019549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004677667,"about_ca_topic_score_gemma":0.00004797041,"domain_scores_codex":[0.9971544,0.0003582349,0.0005466352,0.0007424874,0.0005363489,0.0006619041],"domain_scores_gemma":[0.9981641,0.00015163,0.0002702382,0.0009244618,0.0001524896,0.0003370377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008962178,0.002599825,0.5167658,0.00106827,0.001327373,0.004322433,0.00425295,0.00006834306,0.02817417,0.0019645,0.1754817,0.2630783],"study_design_scores_gemma":[0.007901669,0.003737377,0.7233441,0.0005493241,0.004077997,0.0001292175,0.0003639839,0.003178125,0.04212807,0.001475037,0.2119697,0.001145295],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9456701,0.0131307,0.002938579,0.0005867339,0.007417778,0.0009962899,0.00005205256,0.0002071325,0.02900069],"genre_scores_gemma":[0.990972,0.000284405,0.0008723251,0.0007329903,0.001867526,0.00006534674,0.0002850816,0.00007953303,0.0048408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.261933,"threshold_uncertainty_score":0.9998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01954840882974497,"score_gpt":0.2450856976137882,"score_spread":0.2255372887840432,"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."}}