{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01141062,0.001130967,0.002624729,0.002100533,0.0003566014,0.001152843,0.0007763581,0.0009283588,0.00153316],"category_scores_gemma":[0.01074926,0.0006153818,0.006126444,0.00163399,0.0003447127,0.000783752,0.0009519818,0.000585557,0.0002338895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004386615,"about_ca_system_score_gemma":0.0004034411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001823161,"about_ca_topic_score_gemma":0.001755625,"domain_scores_codex":[0.9931003,0.002804077,0.0006960711,0.002263454,0.0008512666,0.0002847504],"domain_scores_gemma":[0.9924551,0.002479153,0.002130259,0.002014002,0.0006727452,0.0002487172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03123282,0.0002183766,0.8133792,0.001373231,0.1291825,0.0002957089,0.0002576305,0.002174544,0.003612749,0.0002063874,0.001578849,0.01648797],"study_design_scores_gemma":[0.001224814,0.004896082,0.9170889,0.000120436,0.06737354,0.0008157624,0.0002386582,0.00481086,0.0008329179,0.0004216685,0.002083053,0.00009316605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9764901,0.01142404,0.005032135,0.0000747431,0.0001063371,0.0003537408,0.005590285,0.0001093803,0.0008191581],"genre_scores_gemma":[0.9954822,0.0006175765,0.00108742,0.0000680342,0.00006914903,0.0002059298,0.002181003,0.00002479984,0.0002637693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01141062,"threshold_uncertainty_score":0.06034589,"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."}}