{"id":"W4312342108","doi":"10.1007/978-3-031-12023-7_10","title":"Image-Guided Tumor Ablative Therapies","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Radiation Therapy and Dosimetry","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Cryoablation; Ablation; Medicine; Radiofrequency ablation; Ablative case; Microwave ablation; Radiology; Irreversible electroporation; Percutaneous; Biomedical engineering; Radiation therapy; Electroporation; Chemistry; Internal medicine","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":[0.0001084779,0.0005044453,0.0003399983,0.0004914543,0.0002677354,0.001041546,0.0006614478,0.0006013316,0.03006332],"category_scores_gemma":[0.0001709315,0.0001988535,0.0002087829,0.0004841282,0.0004027763,0.0006993172,0.0004625538,0.000866546,0.01035147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005552116,"about_ca_system_score_gemma":0.0003626234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259264,"about_ca_topic_score_gemma":0.003553058,"domain_scores_codex":[0.9999204,0.000008230403,0.000001870776,0.00001037015,0.00005402762,0.000005112684],"domain_scores_gemma":[0.9999609,0.00001970922,0.000002739596,0.000004367761,0.00001000956,0.000002228138],"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":[0.00002752847,0.0000607582,0.00007198335,0.0006845918,0.00001088942,0.0001846913,0.0001829705,0.003827989,0.01539845,0.1027723,0.2236506,0.6531273],"study_design_scores_gemma":[0.000002855782,0.00001415793,0.0002379571,0.0001815441,0.000006331323,0.0007340563,0.00003120657,0.001355173,0.003450725,0.01168628,0.9822906,0.000009289301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001449382,0.07154381,0.07370222,0.001091271,0.002189305,0.00007821445,0.0002554033,0.0006787937,0.8490116],"genre_scores_gemma":[0.008927552,0.03966578,0.01806112,0.0009149318,0.0003813709,0.00005271369,0.0001846688,0.0002191596,0.9315926],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03006332,"threshold_uncertainty_score":0.1005718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02799749906420853,"score_gpt":0.2863128947044395,"score_spread":0.258315395640231,"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."}}