{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002031346,0.0006072882,0.001599587,0.0002295466,0.00009156891,0.0000289322,0.000200353,0.0001255157,0.0000193968],"category_scores_gemma":[0.00002912069,0.0003676761,0.0005550822,0.0003939646,0.0001781142,0.0000333407,0.0001518794,0.0006595799,0.00001376149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003941705,"about_ca_system_score_gemma":0.0003226328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002395409,"about_ca_topic_score_gemma":0.000002584055,"domain_scores_codex":[0.9971739,0.0002350789,0.001109841,0.0006537523,0.0004203436,0.0004070749],"domain_scores_gemma":[0.998121,0.0002268227,0.0007435289,0.00045441,0.0002807238,0.000173528],"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":[0.00005020947,0.0001453458,0.002007541,0.05686544,0.000239643,0.0000188977,0.000346267,1.553605e-7,2.259913e-8,0.0005725962,0.0005157412,0.9392381],"study_design_scores_gemma":[0.0007118789,0.0003978419,0.009555816,0.07990364,0.0008259671,0.000004981339,0.0003615283,9.583495e-7,0.000002428426,0.00007980275,0.9078733,0.0002818959],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007289323,0.9950933,0.00003930568,0.00002678364,0.001402778,0.002447811,0.0001795324,0.00001575183,0.000721773],"genre_scores_gemma":[0.0001247302,0.9977582,0.0001246819,0.000002958098,0.0002348795,0.0003659426,0.001283032,0.00003384747,0.00007173503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9389563,"threshold_uncertainty_score":0.9998775,"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."}}