{"id":"W4408652660","doi":"10.1089/end.2025.32121.ed","title":"Focal Therapy: The Art of Harmonizing Cancer Control with Quality of Life","year":2025,"lang":"en","type":"editorial","venue":"Journal of Endourology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Quality of life (healthcare); Quality (philosophy); Cancer therapy; Cancer; Intensive care medicine; Internal medicine; Medical physics; Oncology; Nursing","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":[0.01379973,0.002992416,0.005333171,0.003281039,0.002281218,0.008019262,0.003679767,0.01882061,0.01007942],"category_scores_gemma":[0.05704884,0.001036445,0.002636811,0.002085423,0.003724756,0.005097378,0.001673871,0.02803864,0.003827608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004115286,"about_ca_system_score_gemma":0.004521798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002730777,"about_ca_topic_score_gemma":0.006933817,"domain_scores_codex":[0.9931051,0.002117759,0.001045809,0.0006804946,0.002732431,0.0003184701],"domain_scores_gemma":[0.9344035,0.04885367,0.00174442,0.00109986,0.01097607,0.002922331],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003949677,0.000009641017,0.00002217522,0.000520137,0.00004452424,0.0000737017,0.0000182773,0.00004738569,0.00002569406,0.001613349,0.9879155,0.009670165],"study_design_scores_gemma":[0.0001571928,0.00005044194,0.00037946,0.001992323,0.0002042349,0.0003209107,0.00008342,0.0004698946,0.0001132213,0.007445194,0.9887344,0.00004937044],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00002898773,0.02198678,0.0001968306,0.05140704,0.9254275,0.00001163205,0.00004782126,0.00002430634,0.0008690079],"genre_scores_gemma":[0.0004621678,0.01042251,0.0001288795,0.01205799,0.9751687,0.00001476148,0.00001190434,0.00001661041,0.0017165],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.01882061,"threshold_uncertainty_score":0.07298082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04845527469147447,"score_gpt":0.2822021787882648,"score_spread":0.2337469040967903,"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."}}