{"id":"W2074014907","doi":"10.1016/j.eururo.2011.06.040","title":"Treatment of Localised Renal Cell Carcinoma","year":2011,"lang":"en","type":"review","venue":"European Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":235,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Nephrectomy; Renal cell carcinoma; Cryoablation; Watchful waiting; Laparoscopy; Surgery; Kidney cancer; Radiofrequency ablation; Cryotherapy; General surgery; Kidney; Ablation; Internal medicine; Cancer","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":[0.0005012534,0.0006739284,0.001753263,0.001830825,0.0002291695,0.0007971685,0.0008590385,0.000683421,0.003421884],"category_scores_gemma":[0.0007166349,0.000234445,0.0007092434,0.00207,0.000442644,0.0008144835,0.0005309102,0.001033345,0.0009169597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006348296,"about_ca_system_score_gemma":0.0008144148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001758402,"about_ca_topic_score_gemma":0.004882683,"domain_scores_codex":[0.9998001,0.00004907987,0.00003819217,0.0000365305,0.00005761849,0.0000185947],"domain_scores_gemma":[0.999744,0.0001332081,0.00005859344,0.000006237087,0.00004292158,0.00001502095],"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":[0.00009451196,0.00005294526,0.0002353205,0.03865626,0.0002184499,0.0002614102,0.00004249073,0.0004184086,0.0007705758,0.0009136878,0.01685955,0.9414765],"study_design_scores_gemma":[0.00009427595,0.0002167188,0.002516039,0.01688122,0.0009011051,0.004219953,0.0001200328,0.0001586588,0.0005504758,0.0008621684,0.9734452,0.00003414032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001150609,0.9991217,0.0000642102,0.00007472435,0.00007337737,0.000002924644,0.00001046609,0.000003433424,0.0005340193],"genre_scores_gemma":[0.001196725,0.9981195,0.0001158397,0.0001592748,0.00007249917,0.000003764482,0.00002523227,0.000001290783,0.0003058813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003421884,"threshold_uncertainty_score":0.01144731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07577986124350544,"score_gpt":0.2886587940130707,"score_spread":0.2128789327695653,"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."}}