{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000763981,0.0001425235,0.0004413259,0.0001194966,0.0000433331,0.000004078106,0.00003658661,0.0001111516,0.0001726205],"category_scores_gemma":[0.00008371719,0.0001129611,0.0003827444,0.0002770315,0.00008436578,0.00009017091,0.000003026917,0.00006447073,0.00001867975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001433391,"about_ca_system_score_gemma":0.0002963961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006091,"about_ca_topic_score_gemma":0.00005062559,"domain_scores_codex":[0.9982833,0.00009825178,0.0007959453,0.0002873061,0.000344943,0.0001902197],"domain_scores_gemma":[0.9982815,0.0008257849,0.0002992947,0.0001512514,0.0003404516,0.0001017035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01952111,0.00113207,0.8128644,0.002463796,0.001215886,0.0000681145,0.00418013,0.006528903,0.04755661,0.0000321843,0.001814681,0.1026222],"study_design_scores_gemma":[0.01480922,0.002507476,0.9483237,0.000624138,0.001713547,0.000008053431,0.00001733676,0.005156273,0.02652014,0.0001715202,0.00003617221,0.0001124343],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952304,0.0002156553,0.0002699801,0.0002080687,0.0001393989,0.002021721,0.001781849,0.00004223144,0.00009063681],"genre_scores_gemma":[0.9825971,0.01206534,0.0003429608,0.00003610799,0.00008845443,0.0005934912,0.004131374,0.00002450562,0.0001206373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1354593,"threshold_uncertainty_score":0.460642,"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."}}