{"id":"W2504612473","doi":"10.1111/bju.13586","title":"Liquid biopsy: ready to guide therapy in advanced prostate cancer?","year":2016,"lang":"en","type":"review","venue":"British Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Enzalutamide; Prostate cancer; Liquid biopsy; Circulating tumor cell; Medicine; Androgen receptor; Abiraterone; Biopsy; Cancer; Oncology; Cancer research; Prostate; Abiraterone acetate; Disease; Internal medicine; Bioinformatics; Pathology; Biology; Androgen deprivation therapy; Metastasis","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":[0.004326855,0.001057483,0.001939649,0.001904671,0.0006045062,0.005076122,0.00171169,0.003793664,0.01065528],"category_scores_gemma":[0.009512223,0.0009642512,0.0007201209,0.001344189,0.002764079,0.006812779,0.001557791,0.006510648,0.01467369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001072273,"about_ca_system_score_gemma":0.001427473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003458085,"about_ca_topic_score_gemma":0.005672231,"domain_scores_codex":[0.9976723,0.0009524839,0.0001574106,0.000249086,0.0008237265,0.0001449372],"domain_scores_gemma":[0.9948395,0.001535809,0.0005141574,0.0005022417,0.001949285,0.0006589909],"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":[0.001192192,0.0001622685,0.009384324,0.002481855,0.0001713295,0.001372891,0.0003302888,0.001033186,0.0207299,0.01096695,0.2275904,0.7245845],"study_design_scores_gemma":[0.0001997212,0.0006578575,0.008898833,0.00454269,0.0002553088,0.009785185,0.001620131,0.005841109,0.01793369,0.03185056,0.9180937,0.0003213066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01116983,0.4960124,0.2318766,0.200227,0.02001575,0.0004281592,0.002058811,0.007663977,0.03054748],"genre_scores_gemma":[0.1374047,0.3541214,0.3428328,0.09664484,0.02610877,0.0005850052,0.003948373,0.003382392,0.03497177],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01065528,"threshold_uncertainty_score":0.03564548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04685111826743603,"score_gpt":0.405660897430891,"score_spread":0.358809779163455,"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."}}