{"id":"W2120617282","doi":"10.1148/rg.284075184","title":"Multilocular Cystic Renal Tumor: Cystic Nephroma","year":2008,"lang":"en","type":"article","venue":"Radiographics","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Renal tumor; Radiology; Pathology; Kidney; Internal medicine; Nephrectomy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001061455,0.0002010258,0.000173749,0.0001247328,0.0001987918,0.00001233378,0.0002127294,0.0001907458,0.00001250398],"category_scores_gemma":[0.00004911451,0.0001744661,0.0002596779,0.000365508,0.0002925868,0.000003557583,0.00004412147,0.0001983844,0.00001985028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001321472,"about_ca_system_score_gemma":0.00008927798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000341047,"about_ca_topic_score_gemma":0.000007797848,"domain_scores_codex":[0.9988174,0.00006442364,0.0002156095,0.0003617853,0.0002073543,0.0003334082],"domain_scores_gemma":[0.9993114,0.00001531246,0.00007471885,0.0003693996,0.00006646378,0.0001626594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003939953,0.0002100038,0.01354428,0.00007842008,0.0007655655,0.0009693219,0.0001643546,0.003002207,0.9552535,0.0004064924,0.02362416,0.001587684],"study_design_scores_gemma":[0.005981045,0.002216272,0.03833446,0.0002187106,0.0004619912,0.007237872,0.0001053063,0.003560607,0.207187,0.0007107314,0.7315965,0.002389446],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901021,0.005632819,0.002459662,0.00007733038,0.0002890605,0.0001533283,0.00001666498,0.00004322793,0.001225863],"genre_scores_gemma":[0.9953355,0.002332172,0.001041832,0.0004138132,0.000345872,0.00001752797,0.00008555179,0.00003303813,0.0003946739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7480665,"threshold_uncertainty_score":0.7114522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007234758649642443,"score_gpt":0.2128540131100057,"score_spread":0.2056192544603633,"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."}}