{"id":"W2947253482","doi":"10.1016/j.euo.2019.05.001","title":"Transcriptomic and Clinical Characterization of Neuropeptide Y Expression in Localized and Metastatic Prostate Cancer: Identification of Novel Prostate Cancer Subtype with Clinical Implications","year":2019,"lang":"en","type":"article","venue":"European Urology Oncology","topic":"Neuropeptides and Animal Physiology","field":"Neuroscience","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"Genome British Columbia","funders":"National Cancer Institute","keywords":"Prostate cancer; Medicine; Prostate; Cancer; Transcriptome; Identification (biology); Oncology; Neuropeptide; Cancer research; Internal medicine; Pathology; Gene expression; Biology; Gene; Receptor","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":[0.0002453954,0.0001896463,0.0004394054,0.0005814213,0.0002584676,0.0005716656,0.0002057459,0.0003023568,0.00155915],"category_scores_gemma":[0.0003833022,0.0001045631,0.0002548871,0.0006613148,0.0002647505,0.0001985193,0.0003372364,0.0003900457,0.0002702526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000207476,"about_ca_system_score_gemma":0.0003647677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00103661,"about_ca_topic_score_gemma":0.001848478,"domain_scores_codex":[0.9998053,0.00002828899,0.00001362136,0.00006028673,0.00003810738,0.00005440135],"domain_scores_gemma":[0.9998242,0.00003732444,0.00005826174,0.000009818841,0.00003652828,0.00003394542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002441325,0.0001167381,0.5726595,0.0003467738,0.000275332,0.00130433,0.0003314867,0.0004448373,0.383602,0.000331491,0.001154129,0.03699205],"study_design_scores_gemma":[0.00003412218,0.0004220454,0.9760069,0.00003580318,0.0001769863,0.00299464,0.000795825,0.001296973,0.01456458,0.0003994209,0.003252742,0.00001991223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933862,0.002342904,0.001238149,0.0001874354,0.00002103551,0.0000303469,0.001903535,0.00002239886,0.0008678745],"genre_scores_gemma":[0.995949,0.0007782988,0.0007246138,0.0001175965,0.00003055792,0.00003289472,0.001519087,0.00001223111,0.0008356747],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00155915,"threshold_uncertainty_score":0.005215824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0502420986006927,"score_gpt":0.3534754279592582,"score_spread":0.3032333293585655,"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."}}