{"id":"W3124546863","doi":"10.1200/jco.20.03256","title":"Initial Management of Noncastrate Advanced, Recurrent, or Metastatic Prostate Cancer: ASCO Guideline Update","year":2021,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":105,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Ottawa Hospital; University of British Columbia","funders":"","keywords":"Medicine; Enzalutamide; Docetaxel; Prostate cancer; Abiraterone acetate; Guideline; Oncology; Androgen deprivation therapy; Internal medicine; Cancer; Clinical trial; Radiation therapy; Management of prostate cancer; Gynecology; Pathology","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":[0.00225149,0.0001678454,0.001533054,0.00009419899,0.00003996661,0.000009471869,0.0001604553,0.0001198535,0.000788992],"category_scores_gemma":[0.0005902217,0.0001038398,0.0004271328,0.0003385378,0.0002497681,0.0001365989,0.0001117379,0.0007436312,0.00001479544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844224,"about_ca_system_score_gemma":0.004080524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001010621,"about_ca_topic_score_gemma":0.00004346677,"domain_scores_codex":[0.9953665,0.0003768497,0.0031051,0.0002500161,0.0005664481,0.0003350428],"domain_scores_gemma":[0.9958344,0.0004817254,0.001662717,0.0002325838,0.001400398,0.000388155],"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":[0.03377062,0.002846463,0.003464578,0.000465043,0.002530753,0.01762424,0.00007077794,0.00006317481,0.0002329927,0.0001514313,0.009943947,0.928836],"study_design_scores_gemma":[0.07116351,0.03506014,0.02265672,0.002219521,0.003603242,0.001652356,0.001429495,0.0002512432,0.006350482,0.001409626,0.8538631,0.0003405598],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9337688,0.01796816,0.0003598131,0.03582885,0.003833531,0.000959563,0.0001479413,0.00001790452,0.007115449],"genre_scores_gemma":[0.6092141,0.2606193,0.113498,0.003807245,0.002154921,0.00007599257,0.0001244917,0.00008876614,0.01041708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9284954,"threshold_uncertainty_score":0.8638909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2214922719406866,"score_gpt":0.5749504827356309,"score_spread":0.3534582107949442,"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."}}