{"id":"W4407219722","doi":"10.1016/j.urology.2025.01.061","title":"Prognostic Value of Cribriform and Intraductal Carcinoma in Grade Group 2 Prostate Cancer With and Without Synchronous Nodal Metastases at Radical Prostatectomy: Results From a Case-control Matched, Multicenter Study","year":2025,"lang":"en","type":"article","venue":"Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Prostatectomy; Cribriform; Prostate cancer; Urology; Prostate carcinoma; Oncology; NODAL; Prostate; Internal medicine; Carcinoma; Cancer; Radiology","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":[0.0007908345,0.0005293872,0.0007218513,0.001205748,0.0007015861,0.0009714067,0.000708282,0.0008676966,0.001377587],"category_scores_gemma":[0.0025947,0.000537954,0.0007249708,0.00123164,0.0006659622,0.0006756954,0.0005570424,0.000514417,0.0002003643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004019522,"about_ca_system_score_gemma":0.0003171485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006046496,"about_ca_topic_score_gemma":0.004862982,"domain_scores_codex":[0.9991098,0.0003062665,0.00006961897,0.00026259,0.0001129973,0.0001386261],"domain_scores_gemma":[0.9983789,0.0002884323,0.0006268257,0.0001734762,0.0001283512,0.0004040015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001259196,0.0001158381,0.9969621,0.000006455629,0.0001403797,0.0001598132,0.0001184487,0.0000215311,0.0006995601,0.00001220243,0.00003252907,0.0004719087],"study_design_scores_gemma":[0.00004417542,0.0003155367,0.9987627,0.000001601414,0.00007862558,0.0003633061,0.0002041235,0.00006409312,0.00008648755,0.00001144681,0.00006228069,0.000005691833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996884,0.00009946528,0.00002477684,0.000007704783,0.000003430134,0.000004586477,0.0000794056,0.000001178848,0.00009109759],"genre_scores_gemma":[0.9997672,0.00002767118,0.00002108142,0.000007849728,0.000010157,0.000003476045,0.0001112036,0.000001253646,0.00005002496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006046496,"threshold_uncertainty_score":0.01202261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008520362891704032,"score_gpt":0.2625569817104813,"score_spread":0.2540366188187772,"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."}}