{"id":"W4408776845","doi":"10.1016/j.labinv.2024.103155","title":"922 Determinants of Oncologic Outcomes in High Grade Organ-Confined Prostate Cancer After Radical Prostatectomy","year":2025,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Saskatchewan Health Authority","funders":"","keywords":"Prostatectomy; Prostate cancer; Medicine; Urology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000679977,0.0001771288,0.00024697,0.0006100825,0.0003352392,0.0008876565,0.0003819344,0.0004251346,0.003295621],"category_scores_gemma":[0.004318348,0.0001777892,0.0005622304,0.001300942,0.0004108652,0.0005205617,0.0005473974,0.0007904589,0.0002323377],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000333694,"about_ca_system_score_gemma":0.0007457631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009374797,"about_ca_topic_score_gemma":0.009915328,"domain_scores_codex":[0.999458,0.0001906068,0.00004774961,0.00006473423,0.00007357082,0.000165345],"domain_scores_gemma":[0.9966473,0.001076337,0.00120773,0.0001922543,0.0002156189,0.0006608077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000782998,0.00002124774,0.9989269,0.000004341942,0.00003913797,0.00002929541,0.00001786654,0.00002907503,0.00005381518,0.00001852109,0.00005414831,0.0007273254],"study_design_scores_gemma":[0.00000222183,0.0000296052,0.9996351,0.00000306313,0.00002175618,0.00004394756,0.00007784711,0.000065229,0.00002332024,0.00002119288,0.00007471698,0.000001960895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981158,0.0005140459,0.00005565239,0.000116948,0.000008661706,0.000003619887,0.0002431935,0.000002855617,0.0009391105],"genre_scores_gemma":[0.9996754,0.0000660134,0.00001056264,0.00001637161,0.00001135528,0.000001135984,0.0001092562,0.000001027145,0.0001089883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009374797,"threshold_uncertainty_score":0.01864046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.013024785783967,"score_gpt":0.3010932398485807,"score_spread":0.2880684540646137,"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."}}