{"id":"W2953100444","doi":"10.1200/po.19.00014","title":"Evaluation of Commercial Circulating Tumor DNA Test in Metastatic Prostate Cancer","year":2019,"lang":"en","type":"article","venue":"JCO Precision Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"China Scholarship Council; Tulane University","keywords":"Prostate cancer; Concordance; Somatic cell; COLD-PCR; Germline mutation; Germline; Biology; Digital polymerase chain reaction; Allele; Cancer research; DNA sequencing; Mutation; Gene; Cancer; Genetics; Oncology; Medicine; Point mutation; Polymerase chain reaction","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002224429,0.0003661549,0.0003770384,0.0009940701,0.0001908912,0.0005781689,0.0005122525,0.0004401882,0.001120086],"category_scores_gemma":[0.00693925,0.0001608793,0.0002101054,0.0005572171,0.0004794768,0.0003069745,0.0003046891,0.0003278461,0.0002648177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005590239,"about_ca_system_score_gemma":0.0004092437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001278862,"about_ca_topic_score_gemma":0.001175124,"domain_scores_codex":[0.9976544,0.0006822515,0.000178041,0.0005713066,0.0008146713,0.00009942567],"domain_scores_gemma":[0.9960734,0.001619715,0.0009109062,0.0001760178,0.00083956,0.0003804599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003047539,0.0001180329,0.8895371,0.0002232609,0.00009336894,0.0009468543,0.0002719318,0.001068763,0.05894828,0.0002492499,0.0005052129,0.04499045],"study_design_scores_gemma":[0.0001651563,0.01136023,0.7981769,0.00009873045,0.0003363617,0.01981688,0.0004157294,0.01999432,0.1412085,0.0004394909,0.007924478,0.00006316073],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928844,0.002349826,0.002693209,0.0001173564,0.00004330704,0.00006107947,0.000324306,0.000127945,0.001398555],"genre_scores_gemma":[0.996811,0.0001671922,0.0025204,0.00005157561,0.000016849,0.00001300825,0.0002603777,0.00000742505,0.0001522706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002224429,"threshold_uncertainty_score":0.01176405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03189104624185123,"score_gpt":0.3567748904495084,"score_spread":0.3248838442076572,"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."}}