{"id":"W3182321248","doi":"10.1007/s00261-021-03178-6","title":"Imaging considerations for thermal and radiotherapy ablation of primary and metastatic renal cell carcinoma","year":2021,"lang":"en","type":"review","venue":"Abdominal Radiology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; University of Toronto; Health Sciences Centre; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Renal cell carcinoma; Ablative case; Radiation therapy; Percutaneous; Ablation; Nephrectomy; Radiology; Cryoablation; Disease; Primary tumor; Oncology; Internal medicine; Kidney; Metastasis; 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":[0.0006010572,0.0008911114,0.001631599,0.002869496,0.0002326442,0.0009513861,0.0008641083,0.001016135,0.002179765],"category_scores_gemma":[0.001466018,0.0003649298,0.0006971386,0.002169516,0.0006552818,0.001263165,0.0005127364,0.001688148,0.0009650416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006769142,"about_ca_system_score_gemma":0.0009913259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002266974,"about_ca_topic_score_gemma":0.004300721,"domain_scores_codex":[0.9997705,0.00005067671,0.0000501353,0.00003895945,0.00007348252,0.00001616685],"domain_scores_gemma":[0.9993218,0.0003975241,0.0001098336,0.00001332473,0.0001287097,0.00002886375],"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":[0.00007301328,0.00003638216,0.0003198205,0.02534213,0.0001554272,0.0005298636,0.00006183805,0.0004250564,0.001089746,0.001285061,0.02880368,0.941878],"study_design_scores_gemma":[0.00006820582,0.0001677611,0.003228463,0.0182673,0.0009407679,0.01135292,0.0001265226,0.0003565325,0.0009140541,0.001999463,0.962497,0.00008087901],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005667764,0.9992514,0.00008546975,0.0001017563,0.00007974175,0.000002042304,0.000005457056,0.000003177731,0.0004142],"genre_scores_gemma":[0.0007206617,0.9983663,0.0002195238,0.0002179085,0.0002280806,0.000003962655,0.00001870577,0.000001639487,0.0002232553],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002869496,"threshold_uncertainty_score":0.007292092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05196558401258369,"score_gpt":0.3167960993057345,"score_spread":0.2648305152931508,"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."}}