{"id":"W1991406747","doi":"10.3747/co.2007.113","title":"Radiofrequency Ablation and Cryoablation of Renal Tumours","year":2007,"lang":"en","type":"article","venue":"Current Oncology","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Cryoablation; Radiofrequency ablation; Ablation; Cryosurgery; Radiology; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003314381,0.00008607726,0.0002277712,0.0001457183,0.00002483826,0.000001988079,0.00002412121,0.00007425409,0.00005216235],"category_scores_gemma":[0.00006458916,0.00007324453,0.00004303248,0.0001147874,0.0000903323,0.00004280486,0.00001362207,0.0001127889,0.000007275506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002339737,"about_ca_system_score_gemma":0.00009240962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001215286,"about_ca_topic_score_gemma":0.00000636185,"domain_scores_codex":[0.9992302,0.00003608779,0.0002813954,0.0001576848,0.0001400596,0.0001545735],"domain_scores_gemma":[0.9994386,0.0001028067,0.0001360777,0.0001164672,0.0001035601,0.0001025301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004379579,0.0004367456,0.3750415,0.0001270281,0.00003773071,0.00006554957,0.0005116975,0.000007918719,0.0357213,0.001379629,0.0004493241,0.5857837],"study_design_scores_gemma":[0.002431512,0.001596537,0.949855,0.00008100652,0.0002026747,0.0002476218,0.00007567914,0.0002353018,0.0231587,0.0005694258,0.02145204,0.0000945333],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843079,0.005377365,0.002173768,0.0002074041,0.0003066889,0.000283673,0.000001850173,0.00001995783,0.007321429],"genre_scores_gemma":[0.9983795,0.0002726347,0.001048853,0.00001669655,0.0001669402,0.000005250064,0.00003884906,0.000007795495,0.00006348551],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5856891,"threshold_uncertainty_score":0.2986825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08718582997815937,"score_gpt":0.3858497325468196,"score_spread":0.2986639025686603,"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."}}