{"id":"W2337725933","doi":"10.1007/978-3-319-17238-5_10","title":"Image-Guided Tumor Ablative Therapies","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cryoablation; Medicine; Microwave ablation; Percutaneous; Ablation; Radiofrequency ablation; Ablative case; Malignancy; Radiology; Irreversible electroporation; Tumor ablation; Thermal ablation; Cryotherapy; Radiation therapy; Pathology; Internal medicine; Electroporation","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":[0.0001270153,0.0005178983,0.0003132955,0.0006049959,0.0002778707,0.0008976553,0.0004642467,0.0006229999,0.02965451],"category_scores_gemma":[0.0002200862,0.000157991,0.0002289518,0.0004589991,0.0004024628,0.0008809491,0.0005451576,0.001037208,0.009853159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00059148,"about_ca_system_score_gemma":0.0004525537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009068081,"about_ca_topic_score_gemma":0.002983167,"domain_scores_codex":[0.9999322,0.000007211074,0.000002151699,0.000008554099,0.00004551576,0.000004360336],"domain_scores_gemma":[0.9999573,0.00002102615,0.000003090297,0.000003216405,0.00001122989,0.000004166095],"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":[0.00001903288,0.00004642637,0.00006067389,0.0007102787,0.000008049878,0.000181643,0.0001448595,0.001536036,0.004651403,0.07852381,0.2723435,0.6417744],"study_design_scores_gemma":[0.000002050187,0.000007135629,0.00009871666,0.0001726608,0.00000312005,0.000477029,0.00001808458,0.0003884633,0.0008907407,0.009009443,0.988927,0.000005584163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.001274467,0.1328225,0.03658674,0.002521229,0.004224785,0.00006614262,0.0002880236,0.0004735623,0.8217426],"genre_scores_gemma":[0.009767191,0.110016,0.01664277,0.002270172,0.001436521,0.00008440141,0.0002829384,0.0002121119,0.859288],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02965451,"threshold_uncertainty_score":0.09920418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07878118817705666,"score_gpt":0.3023484682379374,"score_spread":0.2235672800608808,"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."}}