{"id":"W3097061483","doi":"10.1016/j.soc.2020.08.003","title":"Surgical Management of Genitourinary Cancer Liver Metastases","year":2020,"lang":"en","type":"review","venue":"Surgical Oncology Clinics of North America","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Metastasectomy; Genitourinary system; Metastasis; Chemotherapy; Oncology; Germ cell tumors; Liver cancer; Cancer; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003015588,0.0007237509,0.007369509,0.0002408025,0.00004028221,0.000003580902,0.0004416589,0.0004448424,0.0009545173],"category_scores_gemma":[0.00003551364,0.000520591,0.002617708,0.0008878632,0.0007963313,0.00003264561,0.0005084846,0.0009328584,0.0001550299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003837256,"about_ca_system_score_gemma":0.001282777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008134872,"about_ca_topic_score_gemma":0.000007192691,"domain_scores_codex":[0.9946427,0.0007375891,0.002500764,0.0009125293,0.0006895424,0.0005168246],"domain_scores_gemma":[0.9946095,0.001888622,0.001943399,0.0007596883,0.0002251196,0.0005736381],"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":[0.0008802699,0.001596769,0.0004555038,0.01738002,0.004085064,0.0496857,0.00001486361,0.000004078129,6.443102e-9,0.00002226719,0.0006570098,0.9252185],"study_design_scores_gemma":[0.001965451,0.004543347,0.0002599366,0.003082423,0.01352158,0.0008752984,0.00001574731,0.000005676548,6.074656e-7,0.000002731682,0.9753859,0.0003412913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008028307,0.9886664,0.000003500829,0.000157985,0.0003269168,0.001571815,0.0005120786,0.00004391254,0.007914624],"genre_scores_gemma":[0.0003484367,0.9954488,0.002249258,0.00006201013,0.0003696352,0.0002654622,0.0006162288,0.00008459736,0.0005556247],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9747289,"threshold_uncertainty_score":0.9999588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09623652719128879,"score_gpt":0.414555846726673,"score_spread":0.3183193195353842,"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."}}