{"id":"W4392995327","doi":"10.1002/pros.24689","title":"Other‐cause mortality in incidental prostate cancer","year":2024,"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; Prostate cancer; Incidence (geometry); Cancer; Internal medicine; Epidemiology; Cumulative incidence; Stage (stratigraphy); Oncology; Prostate; Biology; Cohort","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":[0.0003243714,0.0002038353,0.0002465613,0.00008517937,0.00006310816,0.00008448533,0.00008890963,0.00004062229,0.0002117254],"category_scores_gemma":[0.00001385073,0.0001203733,0.00009017374,0.0003601275,0.0001209251,0.0001406019,0.00006839312,0.00025903,0.0001489799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000391597,"about_ca_system_score_gemma":0.0002466463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002552887,"about_ca_topic_score_gemma":0.001298531,"domain_scores_codex":[0.998648,0.00004942589,0.0002951395,0.0003637367,0.0002628097,0.0003808152],"domain_scores_gemma":[0.9994237,0.00005451257,0.00004324296,0.0003391913,0.00003653712,0.0001027838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004062231,0.0003762584,0.9352312,0.0005366715,0.0007542272,0.00128333,0.01065053,0.00009239527,0.001540456,0.001077248,0.004257311,0.04379414],"study_design_scores_gemma":[0.004257353,0.0007352859,0.903073,0.002645853,0.0008881995,0.0001516035,0.000655268,0.001996203,0.01977943,0.00962443,0.05559135,0.0006020131],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784131,0.01152916,0.000002574453,0.006714917,0.0003894364,0.001459485,0.0002391575,0.0002085151,0.001043653],"genre_scores_gemma":[0.9914943,0.004162033,0.00002080387,0.001015452,0.0001298769,0.0009233357,0.00003056498,0.0000486235,0.002175038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05133404,"threshold_uncertainty_score":0.4908682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03498929499837782,"score_gpt":0.3500877582909898,"score_spread":0.315098463292612,"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."}}