{"id":"W2995242987","doi":"10.1200/jco.19.02768","title":"Molecular Biomarkers in Localized Prostate Cancer: ASCO Guideline","year":2019,"lang":"en","type":"review","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":221,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"","keywords":"Medicine; Prostate cancer; Guideline; Biomarker discovery; Biomarker; Management of prostate cancer; Prostatectomy; Oncology; Medical physics; Cancer; Internal medicine; Pathology; Proteomics","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":[0.005204404,0.001291663,0.001853909,0.003857675,0.0009790205,0.002170037,0.004672253,0.006827986,0.005784789],"category_scores_gemma":[0.0119142,0.000605733,0.003617969,0.002985681,0.0009017762,0.001837121,0.002030096,0.006922793,0.007386826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002830723,"about_ca_system_score_gemma":0.008950846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0155593,"about_ca_topic_score_gemma":0.01880692,"domain_scores_codex":[0.9952559,0.001627887,0.001026821,0.0002693047,0.00149767,0.0003223912],"domain_scores_gemma":[0.9908173,0.001975568,0.0009926377,0.0002695579,0.005312751,0.0006321349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000759254,0.00007067381,0.001320442,0.003067187,0.0001203114,0.0002821219,0.00009445682,0.0007944308,0.0005940697,0.002949187,0.8716456,0.1189856],"study_design_scores_gemma":[0.0001893476,0.00009107831,0.003965847,0.02118477,0.0003462405,0.001277376,0.0001142326,0.0007331841,0.0005139929,0.005808339,0.9657163,0.0000593358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.004654674,0.3705823,0.02783405,0.3876067,0.0244767,0.004682559,0.02807753,0.002114045,0.1499714],"genre_scores_gemma":[0.03213647,0.4178787,0.0983225,0.294377,0.0173912,0.007972018,0.07258316,0.000775237,0.05856374],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0155593,"threshold_uncertainty_score":0.03093743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878373892956006,"score_gpt":0.5500242530253391,"score_spread":0.3621868637297385,"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."}}