{"id":"W76756477","doi":"10.1007/978-1-62703-182-0_22","title":"MRI-Guided Laser Ablation for Localized Prostate Cancer","year":2012,"lang":"en","type":"book-chapter","venue":"Humana Press eBooks","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Cryotherapy; Ablation; Tumor ablation; Prostate cancer; Magnetic resonance imaging; High-intensity focused ultrasound; Cryoablation; Prostate; Focused ultrasound; Nephrectomy; Radiology; Ablative case; Cancer; Ultrasound; Surgery; Medical physics; Radiation therapy; Internal medicine; Kidney","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001201277,0.000497502,0.0007294621,0.0001075562,0.0001258049,0.0000419033,0.00009512111,0.0003071075,0.0004698442],"category_scores_gemma":[0.000006764717,0.0004206326,0.0003021181,0.000004128799,0.0001106315,0.00005516396,0.00006086196,0.0002240546,0.0000289278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003834617,"about_ca_system_score_gemma":0.0001582387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002760097,"about_ca_topic_score_gemma":0.0001091013,"domain_scores_codex":[0.9981834,0.00001203245,0.0004973668,0.0005353132,0.0003269312,0.0004449743],"domain_scores_gemma":[0.9985493,0.00005698508,0.0003464344,0.00054319,0.0002678669,0.0002362079],"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":[0.002043997,0.0002712174,0.0001657246,0.00395776,0.003906172,0.00012977,0.001998114,0.00006441417,0.00006346517,0.1781669,0.2208677,0.5883648],"study_design_scores_gemma":[0.003875763,0.0002732694,0.00006439251,0.001086412,0.00161675,0.000006891263,0.000002896557,0.00004287553,0.003347319,0.002896013,0.986371,0.0004163969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001976915,0.07647723,0.0001384734,0.0003101628,0.0009137152,0.008711708,0.001096214,0.0002766108,0.9118782],"genre_scores_gemma":[0.004342786,0.01295522,0.0003928042,0.0007586296,0.001234135,0.003419064,0.0007981383,0.0002547264,0.9758445],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7655033,"threshold_uncertainty_score":0.9998245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09697341896499515,"score_gpt":0.3296917551709941,"score_spread":0.232718336205999,"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."}}