{"id":"W3159124842","doi":"10.1002/pros.24133","title":"Prevalence of prostate cancer at autopsy in Nigeria—A preliminary report","year":2021,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"National Cancer Institute","keywords":"Medicine; Prostate cancer; Prostate; Autopsy; Cancer; Intraepithelial neoplasia; Asymptomatic; High-grade prostatic intraepithelial neoplasia; Gynecology; Urology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003206835,0.0001854512,0.0003478321,0.000046454,0.00006791736,0.00001176358,0.00008949246,0.00004741853,0.0003062042],"category_scores_gemma":[0.00008939744,0.0001241686,0.00009586445,0.0002921014,0.0001416288,0.00007585737,0.0001733646,0.0001540534,0.0000168486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003033113,"about_ca_system_score_gemma":0.0004756823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001401735,"about_ca_topic_score_gemma":0.0001273042,"domain_scores_codex":[0.9983549,0.00007344591,0.000506886,0.0004161992,0.0003015938,0.0003469773],"domain_scores_gemma":[0.9987508,0.00008153464,0.0002310884,0.000647423,0.0001964031,0.00009276805],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001112132,0.0004743802,0.9710032,0.001185797,0.0001282266,0.00308868,0.005645208,0.0001311089,0.00689503,0.00003603117,0.0013569,0.008943255],"study_design_scores_gemma":[0.002311487,0.0005818501,0.8104354,0.001195798,0.0001852851,0.0007066939,0.000253021,0.00007947285,0.1780677,0.0003497991,0.005645439,0.0001880159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791961,0.0129547,0.000001423574,0.005298271,0.0002094626,0.001188448,0.0001406145,0.0000366143,0.0009743121],"genre_scores_gemma":[0.9660856,0.01024086,0.0001561621,0.0003307065,0.00004261946,0.0007221863,0.00005267337,0.00003114869,0.0223381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1711727,"threshold_uncertainty_score":0.5063447,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165903989631083,"score_gpt":0.2941237715178842,"score_spread":0.2775333725547759,"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."}}