{"id":"W2788459110","doi":"10.1016/j.eururo.2018.01.043","title":"Clinical and Genomic Characterization of Low–Prostate-specific Antigen, High-grade Prostate Cancer","year":2018,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Genome British Columbia","funders":"EMD Serono; Astellas Pharma; Myriad Genetics; Sanofi; National Cancer Institute; Prostate Cancer Foundation","keywords":"Medicine; Prostate cancer; Prostate-specific antigen; Hazard ratio; Prostate; Urology; Internal medicine; Prostatectomy; Proportional hazards model; Oncology; Gynecology; Cancer; Confidence interval","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":[0.0007124559,0.0002038534,0.00033049,0.0007870331,0.0003607123,0.0007547487,0.0005145474,0.0003750735,0.001294288],"category_scores_gemma":[0.003171857,0.0002620264,0.0003255668,0.001254344,0.0003621103,0.000438719,0.000476552,0.0004942034,0.0002706713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003378351,"about_ca_system_score_gemma":0.0004012327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004735594,"about_ca_topic_score_gemma":0.008717716,"domain_scores_codex":[0.9992732,0.0001968901,0.00008555749,0.000211315,0.0001386865,0.00009435319],"domain_scores_gemma":[0.99801,0.0003514241,0.00090283,0.0002879677,0.000228743,0.0002189976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007288335,0.00001556626,0.9977757,0.000009757348,0.00003499196,0.00004446449,0.0000251501,0.0000869284,0.0003991998,0.00003145739,0.000152177,0.001351845],"study_design_scores_gemma":[0.000006335506,0.00004625668,0.998592,0.000002949027,0.00002337058,0.0003766365,0.00006070099,0.0002756522,0.0001552232,0.00007666655,0.0003811606,0.000003110858],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976305,0.0003920485,0.0003307422,0.00006822082,0.000007606465,0.00001069439,0.001080429,0.000005019173,0.0004747107],"genre_scores_gemma":[0.9985068,0.00007504697,0.00009651847,0.00002847307,0.00000819389,0.000005656283,0.001159098,0.000002340745,0.0001176907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004735594,"threshold_uncertainty_score":0.009416044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02531279295167289,"score_gpt":0.2912840659696812,"score_spread":0.2659712730180083,"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."}}