{"id":"W4407061374","doi":"10.1016/j.euf.2024.12.010","title":"Re: Alec Zhu, Mary O. Strasser, Timothy D. McClure, et al. Comparative Effectiveness of Partial Gland Cryoablation Versus Robotic Radical Prostatectomy for Cancer Control. Eur Urol Focus 2024;10:843–50","year":2025,"lang":"en","type":"letter","venue":"European Urology Focus","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cryoablation; Prostatectomy; Urology; General surgery; Cancer; Prostate cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009039794,0.0008520082,0.001948634,0.0003297441,0.0001460239,0.00004621518,0.0003112939,0.0004760716,0.0003331419],"category_scores_gemma":[0.0002248782,0.0007397925,0.000477662,0.0002790345,0.0004264015,0.0001095467,0.0001191254,0.001573698,0.00005100589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003425685,"about_ca_system_score_gemma":0.000670689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001509466,"about_ca_topic_score_gemma":0.00006941322,"domain_scores_codex":[0.9940667,0.002354354,0.0009144943,0.001334375,0.0004719498,0.0008581364],"domain_scores_gemma":[0.9951109,0.002956427,0.0006356764,0.0007017523,0.0004068732,0.0001883246],"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":[0.02508434,0.0005316063,0.002678764,0.0009766108,0.003818201,0.001455568,0.0001051645,0.0009463497,0.0001599393,0.00007628941,0.9614676,0.002699601],"study_design_scores_gemma":[0.03978746,0.008119394,0.0188219,0.0006728037,0.00385967,0.00003165716,0.000007944068,0.000517816,0.001261162,0.0001540409,0.9260888,0.0006773263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007847281,0.03177352,0.01039015,0.8897109,0.007574892,0.02034575,0.005841181,0.0004664419,0.02604992],"genre_scores_gemma":[0.7350435,0.002196329,0.0004570601,0.2473278,0.003016681,0.00356542,0.004931721,0.0004803057,0.002981225],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7271962,"threshold_uncertainty_score":0.9995053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651380016938231,"score_gpt":0.3145599322155143,"score_spread":0.2880461320461319,"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."}}