{"id":"W1964762710","doi":"10.1097/spc.0b013e32832e9c6d","title":"The current management of small renal masses","year":2009,"lang":"en","type":"review","venue":"Current Opinion in Supportive and Palliative Care","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Saint-Luc; Université de Montréal","funders":"","keywords":"Medicine; Cryoablation; Natural history; Radiology; Microwave ablation; Ablative case; Ablation; Kidney cancer; Biopsy; Cryosurgery; Intensive care medicine; Nephrectomy; General surgery; Kidney disease; Kidney; Surgery; Internal medicine; Radiation therapy","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":[0.0008365019,0.0007243601,0.00198812,0.001999927,0.0002584952,0.0009460272,0.001029848,0.0009281549,0.002991782],"category_scores_gemma":[0.001912109,0.0001943882,0.0003855125,0.001952752,0.0004988222,0.001522967,0.0004340695,0.001042705,0.002041952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005617041,"about_ca_system_score_gemma":0.001150973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008746702,"about_ca_topic_score_gemma":0.001443339,"domain_scores_codex":[0.9996476,0.00007894239,0.00006759368,0.00004363622,0.0001429673,0.00001925033],"domain_scores_gemma":[0.9991998,0.0003517966,0.0001807464,0.00001737753,0.0001888721,0.00006141313],"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":[0.00004756221,0.00002958106,0.0004166384,0.01626766,0.00007743106,0.0007465603,0.0000614544,0.0002230639,0.0005927669,0.0007305046,0.02875707,0.9520498],"study_design_scores_gemma":[0.00003718758,0.0001338813,0.003194217,0.01317556,0.0004142456,0.01552196,0.0002354055,0.0002026775,0.0005994774,0.001577832,0.964878,0.00002947778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001632104,0.9983104,0.0001219396,0.0004551643,0.0002071089,0.000003425193,0.000009146496,0.000008619849,0.000720871],"genre_scores_gemma":[0.001308833,0.9973528,0.0002863258,0.0003107807,0.0004512325,0.000005861521,0.00002340638,0.000001852962,0.0002588207],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002991782,"threshold_uncertainty_score":0.01000857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2014019312872931,"score_gpt":0.4345023597805303,"score_spread":0.2331004284932371,"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."}}