{"id":"W2914103942","doi":"10.1097/ju.0000000000000193","title":"African American Specific Gene Panel Predictive of Poor Prostate Cancer Outcome","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"National Cancer Institute","keywords":"Prostate cancer; Oncology; Medicine; Internal medicine; Prostate; Cancer","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":[0.0003477093,0.0002433407,0.0002511128,0.0007152925,0.000307731,0.0002976229,0.0001402371,0.0002687928,0.001977785],"category_scores_gemma":[0.001044075,0.0000726514,0.0002092772,0.000589887,0.0001991805,0.000138374,0.0002257824,0.0003210586,0.0001971209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001300814,"about_ca_system_score_gemma":0.000208903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001398119,"about_ca_topic_score_gemma":0.001900243,"domain_scores_codex":[0.9998564,0.00004031579,0.000008207257,0.00003700989,0.00002655089,0.00003147637],"domain_scores_gemma":[0.9996075,0.0001192796,0.0001370946,0.00002884096,0.00005330186,0.00005412024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003147138,0.0000342964,0.9840834,0.00001488126,0.00005304965,0.0001468185,0.00003799286,0.0003052439,0.008273111,0.0000531262,0.0002608316,0.006422637],"study_design_scores_gemma":[0.00001050616,0.0001069801,0.9944322,0.00001057574,0.0000914143,0.0008283706,0.00007856393,0.001647331,0.00190799,0.0001868674,0.0006933289,0.000005775198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986859,0.0003261776,0.0002944117,0.00007768238,0.000005406608,0.000005861803,0.0003219419,0.000007771125,0.0002748798],"genre_scores_gemma":[0.9989533,0.00007345119,0.0004985177,0.00003164382,0.000009078477,0.000006356794,0.0002925658,0.000002325998,0.0001327395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001977785,"threshold_uncertainty_score":0.006616294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02804091155743378,"score_gpt":0.2887365965996822,"score_spread":0.2606956850422484,"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."}}