{"id":"W2487276065","doi":"10.1016/j.eururo.2016.07.012","title":"Multi-institutional Analysis Shows that Low PCAT-14 Expression Associates with Poor Outcomes in Prostate Cancer","year":2016,"lang":"en","type":"article","venue":"European Urology","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":75,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"","keywords":"Prostate cancer; Medicine; Oncology; Prostatectomy; Proportional hazards model; Internal medicine; Cancer; Prostate; Biochemical recurrence; Clinical endpoint; Clinical significance; Metastasis; Clinical trial","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":[0.001469764,0.0002828592,0.000587415,0.001192402,0.0005512255,0.0008893488,0.0005095422,0.0003318169,0.001742901],"category_scores_gemma":[0.003150657,0.0001860353,0.0008160162,0.001806476,0.0004176664,0.0003627913,0.001020957,0.0004701748,0.0002333402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004244502,"about_ca_system_score_gemma":0.0005224621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003492196,"about_ca_topic_score_gemma":0.005732456,"domain_scores_codex":[0.9988579,0.00028026,0.00009620717,0.0004031111,0.0002186751,0.0001439134],"domain_scores_gemma":[0.9958299,0.000859409,0.001593163,0.0006844042,0.0004565012,0.0005767937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001344923,0.00001371938,0.9973589,0.00001126888,0.0002234238,0.00003316455,0.00002414916,0.00007403587,0.000533142,0.00001456558,0.0001528087,0.001426321],"study_design_scores_gemma":[0.000005074845,0.00006486387,0.9988612,0.000003746473,0.000145718,0.000173646,0.0000521432,0.0002493092,0.0002231615,0.00003536016,0.0001802322,0.000005510206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976458,0.0004932822,0.0005157843,0.00006543088,0.00001116293,0.00001326792,0.0007950425,0.00002508996,0.0004351839],"genre_scores_gemma":[0.9988859,0.00007745189,0.0001373831,0.00002484091,0.00001153213,0.000008677473,0.0007715129,0.000006141125,0.00007657043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003492196,"threshold_uncertainty_score":0.007772923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225013271030677,"score_gpt":0.2650405619120201,"score_spread":0.2527904292017133,"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."}}