{"id":"W4394835248","doi":"10.1097/01.ju.0001008604.95535.b9.10","title":"PD11-10 THE IMPACT OF HISTOLOGY AND TYPE OF ENERGY USED ON ONCOLOGICAL OUTCOMES AFTER LOCAL TUMOR ABLATION OF SMALL 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":"Histology; Tumor ablation; Ablation; Medicine; Renal tumor; Pathology; Urology; Radiology; Internal medicine; Kidney; Nephrectomy","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":[0.0006733506,0.0001456265,0.0004311054,0.00031001,0.0002841975,0.001078481,0.0003037714,0.0003189493,0.005041217],"category_scores_gemma":[0.003035349,0.00008646336,0.0008457348,0.0003975662,0.0003152845,0.0004576855,0.0005903184,0.0007743727,0.0007478352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006552946,"about_ca_system_score_gemma":0.0004240943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001473178,"about_ca_topic_score_gemma":0.002721675,"domain_scores_codex":[0.9994642,0.0001151282,0.00004345539,0.0001069524,0.0001756808,0.00009449821],"domain_scores_gemma":[0.9982771,0.0005137305,0.0006177095,0.000084701,0.0001962967,0.0003105715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008618022,0.0004392704,0.6698679,0.0004517338,0.0006718385,0.0003754489,0.0002160253,0.001504917,0.008203471,0.0005014525,0.006288605,0.3028613],"study_design_scores_gemma":[0.0002128974,0.003249216,0.971623,0.000177703,0.0004775704,0.001820951,0.0004927546,0.00119954,0.004689278,0.000640815,0.01537084,0.00004545721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778176,0.00961278,0.002030229,0.00123966,0.0002554427,0.00004951709,0.00112581,0.00005624222,0.007812858],"genre_scores_gemma":[0.9909719,0.002448543,0.0008510737,0.0004666709,0.0001554222,0.00005288485,0.001293132,0.00005947018,0.003700883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005041217,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03883813586940728,"score_gpt":0.3103780602774777,"score_spread":0.2715399244080705,"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."}}