{"id":"W4252187823","doi":"10.4081/146","title":"Epidemiology, molecular epidemiology, and risk factors for renal cell carcinoma","year":2011,"lang":"en","type":"article","venue":"Oncology Reviews","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Epidemiology; Medicine; Renal cell carcinoma; Molecular epidemiology; Oncology; Environmental health; Internal medicine; Genetics; Gene; Genotype; Biology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004111814,0.0004219346,0.002491435,0.0001233798,0.0001228556,0.000001019501,0.0001538024,0.0004837689,0.0001707211],"category_scores_gemma":[0.004036613,0.0002805961,0.0005583516,0.0001075394,0.0004383581,0.00004198487,0.0000941317,0.0004264362,0.00009554232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000222926,"about_ca_system_score_gemma":0.0001298105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003789892,"about_ca_topic_score_gemma":0.00003886929,"domain_scores_codex":[0.9951822,0.002043243,0.00124128,0.0007725299,0.00005036614,0.0007104182],"domain_scores_gemma":[0.9955073,0.002444202,0.0008194483,0.0006685703,0.00008289931,0.0004775799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002636785,0.0002560777,0.9750011,0.0002737397,0.0001178631,0.00007737905,0.0003001271,4.410824e-7,0.0007418582,0.0006457256,0.005911866,0.01641014],"study_design_scores_gemma":[0.002570688,0.006265092,0.7379219,0.00007391791,0.001969205,0.0003222089,0.00007977236,0.00004315476,0.004262084,0.002767196,0.2433708,0.0003540057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8656445,0.1196638,0.001840087,0.0004700606,0.0002223401,0.002525716,0.00002773422,0.00004153541,0.009564315],"genre_scores_gemma":[0.8578236,0.03153874,0.1048782,0.003033233,0.0002214142,0.0009281753,0.0001592197,0.00007820798,0.001339281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2374589,"threshold_uncertainty_score":0.9999646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.187473558272604,"score_gpt":0.3753070601548235,"score_spread":0.1878335018822196,"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."}}