{"id":"W4387320129","doi":"10.48083/ueml5802","title":"Ablative Therapies for Localized Primary Renal Cell Carcinoma","year":2022,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Cancer Council Victoria; Australian Government","keywords":"Cryoablation; SABR volatility model; Medicine; Microwave ablation; Renal cell carcinoma; Ablative case; Radiofrequency ablation; Nephrectomy; Ablation; Surgery; Radiation therapy; Radiosurgery; Radiology; Kidney; Urology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006380112,0.0002361315,0.0003964557,0.0002245125,0.0005006102,0.00004963705,0.0003136612,0.00007317084,0.002213842],"category_scores_gemma":[0.0001003853,0.0001965308,0.0005166905,0.0001222731,0.0001039206,0.0001175437,0.0001727145,0.0007006772,0.00001059744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199969,"about_ca_system_score_gemma":0.0004779371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001112194,"about_ca_topic_score_gemma":0.000001012327,"domain_scores_codex":[0.9978213,0.0001993364,0.0004883679,0.0003165936,0.0008034092,0.0003709397],"domain_scores_gemma":[0.9984285,0.0004738172,0.0003906745,0.0002034789,0.000352004,0.0001515774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0370259,0.007533647,0.4585023,0.0004444983,0.006722521,0.005194957,0.01342212,0.005903985,0.1309826,0.004938452,0.2538607,0.0754684],"study_design_scores_gemma":[0.04255117,0.01661846,0.421486,0.0000487014,0.001203373,0.007325009,0.007472279,0.002730627,0.02887183,0.0243761,0.4461303,0.001186079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682305,0.003217875,0.002584294,0.005045838,0.0009090808,0.0007442913,0.0001049099,0.00005970102,0.01910347],"genre_scores_gemma":[0.9818439,0.00008948298,0.003691668,0.002702082,0.0006061525,0.0002599026,0.0002066195,0.00003527671,0.0105649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1922696,"threshold_uncertainty_score":0.9986983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04523251847998053,"score_gpt":0.3029730661051941,"score_spread":0.2577405476252136,"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."}}