{"id":"W4368359971","doi":"10.1111/ctr.14998","title":"Impact of newly diagnosed prostate cancer at time of evaluation for renal transplantation","year":2023,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Prostate cancer; Overdiagnosis; Transplantation; Cancer; Internal medicine; Nephrology; Prostate; Radiation therapy; Kidney transplantation; Oncology; Intensive care 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":[0.0009115343,0.0001470689,0.0003020568,0.0008301012,0.0004218241,0.0008681075,0.0002765254,0.0002769,0.00215352],"category_scores_gemma":[0.00448207,0.0000977222,0.0005852562,0.0006613003,0.0002557032,0.000475397,0.0004174757,0.0005165359,0.0001633771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006510318,"about_ca_system_score_gemma":0.0005998865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00781529,"about_ca_topic_score_gemma":0.0128084,"domain_scores_codex":[0.9992061,0.0002969785,0.00006850179,0.0001090849,0.000139705,0.0001796435],"domain_scores_gemma":[0.9933071,0.001684371,0.00317086,0.0001544836,0.0004130191,0.001270298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001224883,0.00002804804,0.9979656,0.000007498594,0.00003118832,0.0001038534,0.00004289454,0.00005992005,0.00006069886,0.0000105499,0.00004270242,0.001524531],"study_design_scores_gemma":[0.000001911493,0.0001091416,0.9993033,0.000005648974,0.00001932986,0.0002727893,0.00009412739,0.0000705947,0.00002978755,0.000007541248,0.00008300567,0.000002799027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998328,0.0006482767,0.00004327295,0.00008179834,0.0000086165,0.000003280481,0.0001852974,0.000002462839,0.0006989137],"genre_scores_gemma":[0.999707,0.00007645818,0.0000122229,0.00001108547,0.00001089778,8.707789e-7,0.0001238434,7.417587e-7,0.00005678671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00781529,"threshold_uncertainty_score":0.01553965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08309024561674161,"score_gpt":0.4467320753304997,"score_spread":0.3636418297137581,"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."}}