{"id":"W3116917655","doi":"10.1016/j.urology.2020.12.021","title":"Prostate Cancer Foundation Hormone-Sensitive Prostate Cancer Biomarker Working Group Meeting Summary","year":2020,"lang":"en","type":"article","venue":"Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Prostate Cancer Foundation","keywords":"Medicine; Prostate cancer; Oncology; Cancer; Biomarker; Prostate; Internal medicine; Foundation (evidence); Gynecology","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":[0.008454517,0.001423104,0.001001592,0.002187934,0.001384269,0.003044504,0.002159017,0.003930892,0.04533475],"category_scores_gemma":[0.00718864,0.0005473955,0.001266523,0.001800327,0.0003765885,0.001807243,0.002340854,0.003497874,0.02147401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002379293,"about_ca_system_score_gemma":0.01371582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008853747,"about_ca_topic_score_gemma":0.02553703,"domain_scores_codex":[0.9973525,0.0004828143,0.0002550562,0.0002858766,0.001069283,0.0005545178],"domain_scores_gemma":[0.9891711,0.0006211495,0.0008768271,0.0002894181,0.004913186,0.004128318],"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":[0.0001143987,0.0000278846,0.0006896011,0.0002008074,0.00002036796,0.00002847547,0.000009123859,0.00005729914,0.0001367358,0.0002546159,0.9712063,0.02725445],"study_design_scores_gemma":[0.0001297051,0.00010344,0.006236293,0.0006251885,0.00005193616,0.00008979644,0.00005465984,0.0000928591,0.000276735,0.00055545,0.9917614,0.00002257512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005853812,0.05215544,0.004778535,0.4870521,0.204047,0.002083033,0.06589394,0.0008229769,0.1773132],"genre_scores_gemma":[0.03308155,0.07234728,0.01075169,0.1271758,0.1849816,0.003010345,0.1122427,0.0008558375,0.4555533],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04533475,"threshold_uncertainty_score":0.1516598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04288828609753408,"score_gpt":0.3235995611506047,"score_spread":0.2807112750530706,"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."}}