{"id":"W4415285667","doi":"10.1097/ju.0000000000004821","title":"Decision Analysis of Pelvic Lymph Node Dissection During Radical Prostatectomy","year":2025,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network; Mount Sinai Hospital","funders":"","keywords":"Prostatectomy; Dissection (medical); Lymph node; Decision analysis; Prostate cancer","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":[0.02001936,0.001501283,0.001661131,0.00108832,0.0005007605,0.002206587,0.0008927045,0.001201202,0.005580973],"category_scores_gemma":[0.04715348,0.000591079,0.00267022,0.0006354764,0.000910573,0.001517482,0.001242366,0.002493473,0.0002195622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003525609,"about_ca_system_score_gemma":0.003646439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003184916,"about_ca_topic_score_gemma":0.002495583,"domain_scores_codex":[0.982301,0.015128,0.0003353043,0.0008333825,0.0008464918,0.0005558886],"domain_scores_gemma":[0.8937392,0.1004972,0.002888324,0.0005028467,0.001224291,0.001148173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004143589,0.0003102681,0.01181154,0.000673071,0.0008244396,0.0001679024,0.0001021297,0.9425105,0.0004172088,0.006560115,0.001288497,0.0311907],"study_design_scores_gemma":[0.0005349275,0.002006519,0.005715004,0.000331562,0.000699834,0.0001566796,0.0001237426,0.9603015,0.0007188344,0.02778741,0.001559239,0.00006478072],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8171273,0.005224489,0.1502254,0.006661672,0.0003094066,0.00197841,0.002321643,0.0001753263,0.01597639],"genre_scores_gemma":[0.9828854,0.0004744684,0.01489464,0.0003689855,0.00004657215,0.0002433003,0.0004217513,0.00001471398,0.0006502672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02001936,"threshold_uncertainty_score":0.1058738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007303875615083791,"score_gpt":0.2879777100734161,"score_spread":0.2806738344583323,"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."}}