{"id":"W3217758388","doi":"10.1200/po.21.00543","title":"Genomic Features of Lung-Recurrent Hormone-Sensitive Prostate Cancer","year":2022,"lang":"en","type":"article","venue":"JCO Precision Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Oncology; PTEN; Prostate cancer; Prostate; Lung; Lung cancer; Internal medicine; Pathology; Cancer; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000365701,0.000144272,0.0004586251,0.0002194928,0.0001601906,0.00000554127,0.0001256763,0.00007862948,0.0006906543],"category_scores_gemma":[0.00005115338,0.0001101031,0.0001232148,0.000267299,0.0001259171,0.00003394256,0.0003337094,0.0004575854,0.00001541702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001201595,"about_ca_system_score_gemma":0.000848868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001630156,"about_ca_topic_score_gemma":0.00003380441,"domain_scores_codex":[0.9983721,0.0002115244,0.0002982056,0.0003461574,0.0004422945,0.0003296883],"domain_scores_gemma":[0.9990692,0.0002006747,0.0001561642,0.0002484453,0.0001877881,0.0001377491],"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":[0.0322075,0.001748378,0.01447799,0.0001232484,0.0006042359,0.000679073,0.007299131,0.0001941582,0.1221675,0.0002260758,0.1926085,0.6276642],"study_design_scores_gemma":[0.01673863,0.01515508,0.4439639,0.0001142254,0.0004202292,0.0003740735,0.002163915,0.0006231896,0.0291812,0.0005669578,0.4902681,0.0004305244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723028,0.01529231,0.000008676529,0.003846858,0.000723074,0.001397731,0.0002538837,0.00003733942,0.006137324],"genre_scores_gemma":[0.9850999,0.003982915,0.0002340521,0.0003171632,0.0001336882,0.000488778,0.0001189116,0.00002723883,0.009597387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6272337,"threshold_uncertainty_score":0.756218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02608696743503075,"score_gpt":0.377235857640557,"score_spread":0.3511488902055263,"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."}}