{"id":"W2946582232","doi":"10.1097/spc.0000000000000433","title":"Cytoreductive nephrectomy in metastatic kidney cancer: what do we do now?","year":2019,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Dalhousie University","funders":"","keywords":"Medicine; Kidney cancer; Nephrectomy; Cancer; Kidney; 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"],"consensus_categories":[],"category_scores_codex":[0.0002007455,0.00101741,0.003359922,0.0008170766,0.00004784467,0.0001122659,0.0001943833,0.0002772559,0.000332287],"category_scores_gemma":[0.0001082544,0.000773299,0.0006006245,0.0008580937,0.0001810572,0.0003346388,0.0001642815,0.001111078,0.0001054307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829698,"about_ca_system_score_gemma":0.002126542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003762882,"about_ca_topic_score_gemma":0.00001228069,"domain_scores_codex":[0.9957855,0.0004971923,0.00120805,0.001330008,0.0005427196,0.0006365755],"domain_scores_gemma":[0.997573,0.000324936,0.0007662532,0.0005010723,0.0003886263,0.0004461707],"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":[0.0001281889,0.0002446123,0.02190948,0.1023476,0.0004654707,0.00006627847,0.006703,9.414122e-7,2.599397e-7,0.00009264046,0.00184377,0.8661978],"study_design_scores_gemma":[0.001925597,0.0003712913,0.001754502,0.1938257,0.0009163994,0.00001298037,0.004609059,0.000001833479,0.000005409423,0.00004679672,0.7959564,0.0005739324],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003549327,0.9893991,0.000004965,0.0001523202,0.004464971,0.004526286,0.0009508783,0.000021116,0.0001254766],"genre_scores_gemma":[0.0002694395,0.994862,0.00006016354,0.00002678788,0.0004208048,0.001606573,0.00256404,0.00009334215,0.00009690173],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8656238,"threshold_uncertainty_score":0.9994718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.191528458398889,"score_gpt":0.4487355910246158,"score_spread":0.2572071326257268,"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."}}