{"id":"W3084429476","doi":"10.1093/clinchem/hvaa176","title":"Utility of a Fifth-Generation Ultrasensitive Prostate-Specific Antigen Assay for Monitoring Prostate Cancer Patients after Radical Prostatectomy with 3 Years of Follow-Up","year":2020,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Prostate cancer; Prostatectomy; breakpoint cluster region; Prostate-specific antigen; Urology; Biochemical recurrence; Medicine; Mesoscale meteorology; Nadir; Reference range; Internal medicine; Cancer; Meteorology","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":[0.0004504834,0.0001790845,0.0001556767,0.0003791512,0.0001123935,0.000260208,0.0001354078,0.0001705053,0.0003479938],"category_scores_gemma":[0.0008789917,0.00005681009,0.0001949553,0.0001976258,0.0001124009,0.0001202965,0.0001158044,0.0002427466,0.00007620335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001811464,"about_ca_system_score_gemma":0.0001098933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00052299,"about_ca_topic_score_gemma":0.0008906365,"domain_scores_codex":[0.9998478,0.00004338493,0.000009625895,0.00003121227,0.00005309548,0.00001485881],"domain_scores_gemma":[0.9993892,0.0001625982,0.0002301395,0.00004752363,0.0001011882,0.00006935477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006258279,0.0001346778,0.9310068,0.00003988709,0.00006159004,0.0001165857,0.00007408332,0.0006498027,0.03771164,0.00003728754,0.0001754881,0.02936631],"study_design_scores_gemma":[0.00002192016,0.002170463,0.9657143,0.00001198744,0.000117631,0.0008328026,0.00005616653,0.004967218,0.0252258,0.00004396059,0.0008247915,0.00001300224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978132,0.0005697678,0.001016297,0.00003260432,0.000008812889,0.00001324226,0.0001069502,0.00002723868,0.0004118936],"genre_scores_gemma":[0.9989892,0.00005086959,0.0007908749,0.00001834605,0.000005823892,0.000005696458,0.00006906529,8.788906e-7,0.00006932318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00052299,"threshold_uncertainty_score":0.002382398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04922286982126191,"score_gpt":0.3272042325275656,"score_spread":0.2779813627063037,"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."}}