{"id":"W2567987817","doi":"10.1038/nature20788","title":"Genomic hallmarks of localized, non-indolent prostate cancer","year":2017,"lang":"en","type":"article","venue":"Nature","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":640,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Université Laval; Centre hospitalier de l'Université Laval; University Health Network; Toronto General Hospital; University of Toronto; Ontario Institute for Cancer Research; Simon Fraser University; Princess Margaret Cancer Centre","funders":"","keywords":"Prostate cancer; Biology; Prostate; DNA methylation; Chromoplexy; Exome; Disease; Exome sequencing; Gene; Genetics; Cancer research; Computational biology; Cancer; Medicine; Pathology; Mutation; PCA3; Gene expression","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":[0.0001935689,0.0001769436,0.0002843024,0.000660483,0.0002535779,0.0006916608,0.0003386206,0.0003568121,0.003335857],"category_scores_gemma":[0.0008543574,0.0001762578,0.0001590964,0.0005791931,0.000420469,0.0004235981,0.0003767783,0.0004833556,0.0004274187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003569192,"about_ca_system_score_gemma":0.0003377847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008388978,"about_ca_topic_score_gemma":0.001617742,"domain_scores_codex":[0.9997544,0.00003764592,0.0000118399,0.00006398432,0.0000907325,0.00004152369],"domain_scores_gemma":[0.9994516,0.0001057148,0.000244257,0.00006657819,0.00005786025,0.0000739203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001366431,0.0001557618,0.3519275,0.0007624768,0.0003389019,0.004144665,0.00072115,0.003849169,0.418061,0.01556959,0.01395887,0.1891445],"study_design_scores_gemma":[0.00004150769,0.0004302797,0.8985377,0.00009202256,0.0002026758,0.01351805,0.0004993101,0.001693787,0.03911165,0.013089,0.03274745,0.00003660052],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370701,0.02026758,0.008176851,0.003806045,0.0001608054,0.00005662657,0.006361313,0.0006035275,0.02349707],"genre_scores_gemma":[0.9933501,0.002209217,0.001142981,0.0003635797,0.00007747727,0.00001624376,0.001234806,0.00003257604,0.001573104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003335857,"threshold_uncertainty_score":0.0111596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01502225993071806,"score_gpt":0.3512631387959511,"score_spread":0.336240878865233,"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."}}