{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008965902,0.0002002421,0.0004295314,0.001438759,0.0002401093,0.0008992227,0.0002720428,0.0005787773,0.001202859],"category_scores_gemma":[0.004016274,0.0001969252,0.000354408,0.002991756,0.0002979775,0.0006517146,0.0002668134,0.001126089,0.0001875533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006693301,"about_ca_system_score_gemma":0.001228902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003895931,"about_ca_topic_score_gemma":0.005772064,"domain_scores_codex":[0.9992893,0.0002483839,0.00009634239,0.00009581883,0.0002149633,0.00005507578],"domain_scores_gemma":[0.9972313,0.001031007,0.00112904,0.0000939127,0.0003488834,0.0001658911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002116801,0.0002580508,0.6768732,0.001956453,0.0007231747,0.0003223636,0.0001545461,0.0007628011,0.00106565,0.006066879,0.023576,0.2880293],"study_design_scores_gemma":[0.00002572323,0.0001962298,0.904763,0.001935914,0.0006727087,0.002536108,0.0005088644,0.0006061956,0.0005409388,0.003582056,0.08459455,0.00003773836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.06451624,0.9118387,0.0007464916,0.01674204,0.000662248,0.0000120955,0.0004547045,0.00001901075,0.005008452],"genre_scores_gemma":[0.2358307,0.7576248,0.0009072792,0.001421149,0.002413743,0.00002119713,0.000464916,0.000009142197,0.001307037],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003895931,"threshold_uncertainty_score":0.007746518,"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."}}