{"id":"W4394832776","doi":"10.1097/01.ju.0001008912.25331.d7.05","title":"PD33-05 PROPOSAL AND INTERNAL VALIDATION OF A NOMOGRAM FOR THE PREDICTION OF LOCAL RECURRENCE-FREE SURVIVAL AFTER PERCUTANEOUS ABLATION FOR cT1 RENAL MASSES","year":2024,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nomogram; Percutaneous; Ablation; Medicine; Microwave ablation; Overall survival; Humanities; Nuclear medicine; Surgery; Art; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02811627,0.001004158,0.001059854,0.002502258,0.001117399,0.004294681,0.001845487,0.001762951,0.003793394],"category_scores_gemma":[0.03747467,0.0004141981,0.001581206,0.001387655,0.001108725,0.000965628,0.003278949,0.002731533,0.003958593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972495,"about_ca_system_score_gemma":0.007930319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004916938,"about_ca_topic_score_gemma":0.002823275,"domain_scores_codex":[0.9930037,0.003423847,0.0006814866,0.0005085489,0.001957393,0.0004251361],"domain_scores_gemma":[0.9729021,0.006176827,0.001814805,0.002849515,0.01364911,0.002607587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003722173,0.0006476141,0.2337965,0.0008595619,0.0005366002,0.001165267,0.0007783363,0.01808459,0.00761737,0.02030307,0.1901247,0.5223643],"study_design_scores_gemma":[0.001897285,0.004602579,0.2898842,0.0025465,0.0008224174,0.00391595,0.0007793487,0.08729092,0.01507571,0.0154001,0.5773882,0.0003968198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3179291,0.01401958,0.3671824,0.06711991,0.01273692,0.01517482,0.02667737,0.00361817,0.1755417],"genre_scores_gemma":[0.6824847,0.002781435,0.2466635,0.006054159,0.003485322,0.006950861,0.03491298,0.0007107059,0.01595625],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02811627,"threshold_uncertainty_score":0.1486948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02204787476838885,"score_gpt":0.274577759202666,"score_spread":0.2525298844342772,"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."}}