{"id":"W2072478300","doi":"10.1016/j.eururo.2014.05.034","title":"Cytoreductive Nephrectomy in Patients with Synchronous Metastases from Renal Cell Carcinoma: Results from the International Metastatic Renal Cell Carcinoma Database Consortium","year":2014,"lang":"en","type":"article","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":474,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Regional Cancer Foundation; Queen Elizabeth II Health Sciences Centre; Princess Margaret Cancer Centre; BC Cancer Agency; Sunnybrook Health Science Centre; Alberta Cancer Foundation; University of Calgary","funders":"","keywords":"Medicine; Renal cell carcinoma; Nephrectomy; Carcinoma; Kidney; Urology; Internal medicine; Oncology; Database","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":[0.0009210391,0.0002616524,0.0006684841,0.001393882,0.000361839,0.001243665,0.0005750358,0.0004305187,0.000862967],"category_scores_gemma":[0.004103121,0.000164857,0.0006231507,0.003164499,0.0002414841,0.0007105732,0.00117923,0.0003472212,0.0001738718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007577012,"about_ca_system_score_gemma":0.0008818158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01364252,"about_ca_topic_score_gemma":0.02643158,"domain_scores_codex":[0.9990659,0.0001965856,0.0001369415,0.0002054171,0.0002937372,0.0001014812],"domain_scores_gemma":[0.9979261,0.0004295204,0.0009852925,0.0001473961,0.0002450307,0.0002666008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002976949,0.00002983903,0.9947473,0.00005345592,0.0002468585,0.000106926,0.00006856451,0.0001100101,0.0001361225,0.00005169409,0.001017027,0.003134484],"study_design_scores_gemma":[0.00003243138,0.00003292313,0.9978068,0.00002564195,0.0001787583,0.0003484013,0.0001960862,0.0002667772,0.00008763767,0.00003811432,0.0009801344,0.000006190251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850379,0.001641326,0.0001171143,0.0002119708,0.00001426381,0.00003008338,0.01155053,0.000009568857,0.001387413],"genre_scores_gemma":[0.9766974,0.0009307111,0.0001792629,0.0001474383,0.00002645646,0.00002451026,0.02175627,0.000007555589,0.0002303986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01364252,"threshold_uncertainty_score":0.02712619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01431227734931647,"score_gpt":0.2149130944670279,"score_spread":0.2006008171177114,"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."}}