{"id":"W2329606975","doi":"10.1097/01.cot.0000451734.26163.10","title":"Prostate Cancer","year":2014,"lang":"en","type":"article","venue":"Oncology Times","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prostate cancer; Medicine; Internal medicine; Oncology; Radiation therapy; Disease; Cancer; Comparative genomic hybridization; Prostate; Gynecology; Gene; Genome; Biology; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001295037,0.00006951301,0.0001811662,0.00004969597,0.0000527563,0.000005145637,0.00004013709,0.00006993684,0.001491554],"category_scores_gemma":[0.00002887718,0.00004679563,0.00003670234,0.00007967302,0.000110294,0.00002708318,0.00002558624,0.0001166716,0.0003379906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001421561,"about_ca_system_score_gemma":0.0002573876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005330865,"about_ca_topic_score_gemma":0.00001606244,"domain_scores_codex":[0.9994057,0.00003939227,0.00008387337,0.0001494087,0.00009884053,0.0002228282],"domain_scores_gemma":[0.9996329,0.00005306924,0.00002508526,0.0001254698,0.00006000566,0.0001034629],"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":[0.001193936,0.0004381559,0.1543604,0.0001097591,0.0002619365,0.0001431859,0.0008310758,0.000005969157,0.009152691,0.001445173,0.266879,0.5651787],"study_design_scores_gemma":[0.002749829,0.001092669,0.0217583,0.00003331799,0.00006211169,0.00002585682,0.00004528715,0.000175158,0.005987297,0.0004495887,0.9675481,0.00007249154],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3228558,0.002937878,0.00001897207,0.03848841,0.0003755961,0.000609618,0.00001012756,0.0001386004,0.634565],"genre_scores_gemma":[0.7040855,0.000937128,0.0005891977,0.001422782,0.0003262666,0.0001805987,0.00002752995,0.00001885912,0.2924122],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7006691,"threshold_uncertainty_score":0.9994212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02370512199470496,"score_gpt":0.3757095691379574,"score_spread":0.3520044471432525,"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."}}