{"id":"W2118036246","doi":"10.1586/era.09.51","title":"Obesity and renal cell carcinoma: epidemiology, underlying mechanisms and management considerations","year":2009,"lang":"en","type":"review","venue":"Expert Review of Anticancer Therapy","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Renal cell carcinoma; Obesity; Epidemiology; Incidence (geometry); Risk factor; Internal medicine; Kidney cancer; Oncology; Bioinformatics","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":[0.0007381341,0.0005983559,0.003798499,0.0001551144,0.0001148867,0.00001219944,0.000098383,0.0001950055,0.0001405761],"category_scores_gemma":[0.00004160262,0.0004011268,0.000498058,0.0001656434,0.0002028601,0.00004720394,0.00006580484,0.0002687134,0.000005847585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526535,"about_ca_system_score_gemma":0.0001841077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004504269,"about_ca_topic_score_gemma":0.000001933318,"domain_scores_codex":[0.997061,0.000484339,0.001142145,0.0007239738,0.0002442475,0.0003442673],"domain_scores_gemma":[0.9980333,0.0004342444,0.0005665412,0.0006710874,0.00008377297,0.0002110396],"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":[0.00001708072,0.0001973392,0.00002796182,0.09388857,0.0003796317,0.0001284771,0.00005304823,1.691886e-8,0.00002422212,0.002805358,0.002100415,0.9003779],"study_design_scores_gemma":[0.001355196,0.00103322,0.0007373334,0.123891,0.002255516,0.0005965414,0.00002215921,0.000001863756,0.0001157909,0.001177961,0.8682572,0.0005561565],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004323462,0.9944577,0.0002411478,0.0008580542,0.00008464335,0.003172232,0.00001207012,0.00002624469,0.001104662],"genre_scores_gemma":[0.0001994988,0.9804296,0.01560917,0.003226464,0.00008328501,0.0002214897,0.00005451682,0.0000466509,0.0001293581],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8998217,"threshold_uncertainty_score":0.9998441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1428705229011102,"score_gpt":0.4102427606357801,"score_spread":0.2673722377346699,"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."}}