{"id":"W3126257414","doi":"10.1007/s10552-020-01389-8","title":"Family history of prostate cancer and prostate tumor aggressiveness in black and non-black men;results from an equal access biopsy study","year":2021,"lang":"en","type":"article","venue":"Cancer Causes & Control","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"National Institutes of Health; National Cancer Institute; Irish Cancer Society","keywords":"Medicine; Prostate cancer; Prostate biopsy; Biopsy; Prostate; Odds ratio; Cancer; Prostate cancer screening; Population; Logistic regression; Internal medicine; Gynecology; Rectal examination; Prostate-specific antigen; Oncology; Urology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001928082,0.0004003231,0.001024017,0.0001343277,0.00004384035,0.00006177027,0.0001222211,0.00007558257,0.00004947956],"category_scores_gemma":[0.00006483622,0.0003412992,0.00006277233,0.0002167668,0.0003654068,0.0003454698,0.000112313,0.000211537,0.000001467778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009382308,"about_ca_system_score_gemma":0.001536937,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01936205,"about_ca_topic_score_gemma":0.004208503,"domain_scores_codex":[0.9974243,0.0001343025,0.0006858125,0.0009603451,0.0003431356,0.0004521173],"domain_scores_gemma":[0.9982243,0.0001755543,0.0004258771,0.0004852443,0.0003859663,0.0003030812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004949243,0.001155217,0.9595534,0.0003162973,0.0006625717,0.001525917,0.01139318,0.0002160082,0.01020525,0.000003971549,0.0007115183,0.009307425],"study_design_scores_gemma":[0.03475558,0.0008604591,0.9531202,0.001270722,0.0007342406,0.000006622465,0.002381559,0.0008255374,0.004738989,0.0000378832,0.0008896052,0.0003785771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626403,0.03165372,0.000003543698,0.0008444734,0.0003177669,0.002288383,0.00209094,0.00002882332,0.0001320335],"genre_scores_gemma":[0.9873959,0.009980488,0.00001524988,0.0008660913,0.0001510539,0.001140901,0.0000963159,0.0000567703,0.0002972037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02980634,"threshold_uncertainty_score":0.9999039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03184402928527378,"score_gpt":0.3239858432778143,"score_spread":0.2921418139925405,"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."}}