{"id":"W2940601802","doi":"10.1097/01.ju.0000555708.92392.e3","title":"MP28-03 DO ELDERLY MEN (>75) HARBOR MORE AGGRESSIVE PROSTATE CANCER? COMPARISON OF DECIPHER AND PAM50 TESTS AMONG DIFFERENT AGE GROUPS","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; DECIPHER; Prostate cancer; Cancer; Gynecology; Population; Gerontology; Internal medicine; Bioinformatics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005214086,0.000214908,0.0005256953,0.001087193,0.0004363109,0.001105031,0.0003347962,0.0005881229,0.01210372],"category_scores_gemma":[0.002760423,0.0002240572,0.0005030078,0.001116488,0.0002218646,0.0007305243,0.0006758032,0.0005969475,0.00337878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003012461,"about_ca_system_score_gemma":0.0003467739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004039386,"about_ca_topic_score_gemma":0.007191421,"domain_scores_codex":[0.9995813,0.00005903915,0.00002988708,0.00005563209,0.0001887843,0.00008541085],"domain_scores_gemma":[0.9979226,0.0003571316,0.0007100815,0.00009346387,0.0004871992,0.0004295445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00230914,0.000153587,0.8996673,0.0001791491,0.0002187214,0.0003442133,0.0001591297,0.0001349547,0.001300608,0.0001557424,0.02884376,0.06653365],"study_design_scores_gemma":[0.00007034479,0.0004577801,0.9848812,0.00008285228,0.0001030917,0.0007885008,0.0004147929,0.0001096997,0.0005253102,0.0001425709,0.01240031,0.00002372363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331472,0.01207833,0.0004680322,0.004804788,0.0006551839,0.0001204796,0.01392863,0.0001632777,0.03463408],"genre_scores_gemma":[0.9672688,0.004396109,0.0005768298,0.001714384,0.0005941365,0.00008025105,0.007026126,0.00005166569,0.01829172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01210372,"threshold_uncertainty_score":0.04049093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337347275848616,"score_gpt":0.2998278141215237,"score_spread":0.2864543413630375,"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."}}