{"id":"W2976445677","doi":"10.1200/po.19.00123","title":"Plasma Androgen Receptor Copy Number Status at Emergence of Metastatic Castration-Resistant Prostate Cancer: A Pooled Multicohort Analysis","year":2019,"lang":"en","type":"article","venue":"JCO Precision Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"Canadian Cancer Society Research Institute; Canadian Institutes of Health Research; Astellas Pharma; Prostate Cancer Canada; Emil Aaltosen Säätiö; Prostate Cancer Foundation; Jane ja Aatos Erkon Säätiö; DOD Prostate Cancer Research Program; Medical Research Council; Movember Foundation","keywords":"Prostate cancer; Androgen receptor; Oncology; Castration; Internal medicine; Medicine; Prostate; Biology; Cancer; Cancer research; Hormone","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004506443,0.0002436202,0.0009898867,0.000302861,0.00009181119,0.00001279656,0.0001369521,0.0001415876,0.01466433],"category_scores_gemma":[0.0001275651,0.0001794063,0.0002650845,0.0009728352,0.000142276,0.0001096672,0.0001201546,0.0002074318,0.000426502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006740436,"about_ca_system_score_gemma":0.0009369663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007895362,"about_ca_topic_score_gemma":0.0009056837,"domain_scores_codex":[0.997224,0.0002308731,0.0007451006,0.0005777144,0.0006682571,0.0005540398],"domain_scores_gemma":[0.9979593,0.0003950917,0.0003399531,0.0004833456,0.0004987111,0.0003236457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01402488,0.0008357749,0.8166986,0.0002089064,0.004171164,0.0001137977,0.001750865,0.0004700179,0.1293094,0.00003049948,0.00566406,0.02672212],"study_design_scores_gemma":[0.04834203,0.01176431,0.3093882,0.0005692886,0.01290393,0.000115375,0.003693846,0.01482165,0.4418288,0.000225224,0.1549534,0.001393921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993748,0.0009349998,0.00002198892,0.0005372631,0.0003377059,0.001794842,0.0003828614,0.0000330874,0.002209215],"genre_scores_gemma":[0.9807538,0.003131272,0.003053806,0.00006191954,0.00003438352,0.0002794932,0.0003616304,0.00002985482,0.01229379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5073103,"threshold_uncertainty_score":0.9862364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02958628538235672,"score_gpt":0.3815232097330643,"score_spread":0.3519369243507076,"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."}}