{"id":"W4223454100","doi":"10.1002/pros.24350","title":"Contemporary seminal vesicle invasion rates in NCCN high‐risk prostate cancer patients","year":2022,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Cohort; Prostate cancer; Nomogram; Logistic regression; Cancer; Stage (stratigraphy); Epidemiology; Prostate; Internal medicine; Oncology; Urology; Gynecology","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":[0.001950908,0.0002723301,0.000224612,0.0006075302,0.0002097561,0.0008631027,0.0004897612,0.0003018308,0.001027126],"category_scores_gemma":[0.006015599,0.0001707649,0.0004980967,0.0007545959,0.0002568751,0.0004899771,0.000591425,0.0004724602,0.0001717763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007953088,"about_ca_system_score_gemma":0.0006106831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01028097,"about_ca_topic_score_gemma":0.0141818,"domain_scores_codex":[0.9993883,0.0001696542,0.0000610524,0.0001640173,0.0001603978,0.00005666789],"domain_scores_gemma":[0.9972633,0.0008458365,0.001124945,0.0002356175,0.0003397343,0.0001905341],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004593939,0.000007938065,0.9971672,0.000008180735,0.00003213262,0.00002286788,0.00003613691,0.000967053,0.00003007809,0.00003532859,0.0001078001,0.001539326],"study_design_scores_gemma":[0.000009352132,0.00009315286,0.9877752,0.00002598935,0.00006117474,0.0003135435,0.0001376579,0.01059885,0.0002671022,0.0001535005,0.0005533602,0.00001113924],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981228,0.000385577,0.0004244821,0.00006757391,0.000006025313,0.000009777697,0.0004980987,0.000008530261,0.0004771172],"genre_scores_gemma":[0.9992175,0.00006757639,0.0001300561,0.000008402141,0.000003499802,0.000003241731,0.0005154345,0.000001651601,0.00005261023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01028097,"threshold_uncertainty_score":0.02044225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01827068176111225,"score_gpt":0.269196774081351,"score_spread":0.2509260923202387,"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."}}