{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002131559,0.0002451922,0.0003887697,0.0001223488,0.000181836,0.00003586524,0.00008426161,0.0001368454,0.0001441894],"category_scores_gemma":[0.00007338,0.0001987073,0.0000875898,0.0004475758,0.0002108955,0.0001221067,0.000119128,0.0003605217,0.00006504765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002234328,"about_ca_system_score_gemma":0.0002746257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006151065,"about_ca_topic_score_gemma":0.000192728,"domain_scores_codex":[0.9980366,0.0001343497,0.0003033974,0.0005828915,0.0002952834,0.0006474521],"domain_scores_gemma":[0.9991667,0.00009706792,0.0001372778,0.000166493,0.0001710525,0.0002614067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02986193,0.0003117189,0.2697882,0.0004396999,0.001735916,0.001675763,0.01352309,0.0003398499,0.2693769,0.0001696898,0.01988031,0.392897],"study_design_scores_gemma":[0.03438025,0.007125901,0.2563213,0.0009524901,0.001902652,0.0001638563,0.002447666,0.03731574,0.02634819,0.0005639617,0.6303679,0.002110101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8948029,0.02254207,0.0001197621,0.07289144,0.000621744,0.002365529,0.00007883583,0.0002977122,0.006280039],"genre_scores_gemma":[0.9851538,0.008268477,0.0001180155,0.00409365,0.0004668723,0.000379866,0.0002440152,0.00005994531,0.001215338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6104876,"threshold_uncertainty_score":0.810305,"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."}}