{"id":"W3082091318","doi":"10.1158/1538-7445.am2020-3509","title":"Abstract 3509: Racial variation in molecularly-defined prostate cancer subtypes","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"","keywords":"Prostate cancer; DECIPHER; Cancer; Oncology; Internal medicine; Biomarker; Medicine; Logistic regression; Prostate; Bioinformatics; Biology; Genetics","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":[0.0007040472,0.0001499387,0.0001890601,0.0006938477,0.0003363448,0.0003881797,0.0002743341,0.0002384981,0.004595059],"category_scores_gemma":[0.00174705,0.0001039513,0.0003776104,0.0009825344,0.000152996,0.0002101731,0.0003957515,0.0002890534,0.0004993867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001343078,"about_ca_system_score_gemma":0.0001739763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936306,"about_ca_topic_score_gemma":0.002042087,"domain_scores_codex":[0.9994552,0.000164122,0.00005204733,0.0001654834,0.00009562311,0.0000674571],"domain_scores_gemma":[0.9989762,0.0002351431,0.0004283171,0.0001623861,0.00009477076,0.0001031408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002210934,0.00002650292,0.9935759,0.00001539654,0.000120641,0.00003085602,0.00005484472,0.0001106242,0.001024557,0.0001356105,0.0005045087,0.004179595],"study_design_scores_gemma":[0.000006653571,0.00004339083,0.9981335,0.000005245468,0.00004334319,0.0002312317,0.00007307013,0.00036286,0.0002765059,0.0001510885,0.0006702445,0.000002872452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949371,0.0003213699,0.0007982205,0.0001155605,0.00001737823,0.00001579679,0.001908168,0.00001529783,0.001871075],"genre_scores_gemma":[0.9986264,0.00004992999,0.0002165384,0.00003611673,0.00001309472,0.000007726427,0.0007890692,0.000007473107,0.0002538519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004595059,"threshold_uncertainty_score":0.01537204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08798550149882475,"score_gpt":0.4213506469505366,"score_spread":0.3333651454517119,"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."}}