{"id":"W4240799807","doi":"10.1097/ju.0000000000000955.07","title":"PD53-07 CLINICAL SIGNIFICANCE OF THE SIAα2,3GAL-GLYCOSYLATED PROSTATE-SPECIFIC ANTIGEN ASSAY FOR PROSTATE CANCER DETECTION","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostate cancer; Urology; Prostate-specific antigen; Receiver operating characteristic; Area under the curve; Prostate; Cohort; Internal medicine; Area under curve; Gastroenterology; Cancer; Oncology; Pharmacokinetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001253513,0.0002964211,0.000235078,0.000621193,0.0002662031,0.000857725,0.000295259,0.0003659516,0.001225016],"category_scores_gemma":[0.00300775,0.0001156736,0.0001833106,0.0005504054,0.0004205127,0.0002534865,0.0002152446,0.00035767,0.0003091045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007859609,"about_ca_system_score_gemma":0.0005873647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003162995,"about_ca_topic_score_gemma":0.003519468,"domain_scores_codex":[0.9994344,0.000148882,0.00004311388,0.0001344937,0.0001844885,0.00005466173],"domain_scores_gemma":[0.9985271,0.0003622106,0.0003930104,0.00008004939,0.0003868265,0.0002508061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005425285,0.00002743521,0.9868923,0.00001293209,0.00003329635,0.00007208355,0.0000152709,0.000243956,0.002555712,0.00003360963,0.0002291785,0.009341742],"study_design_scores_gemma":[0.0000263614,0.0003774348,0.9898627,0.00001145062,0.00005498046,0.0008282936,0.00004141026,0.004347166,0.003459241,0.0001008037,0.0008824643,0.000007795953],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953781,0.001129375,0.0006483014,0.0001425321,0.00001628736,0.00002109086,0.000253584,0.00003387197,0.002376826],"genre_scores_gemma":[0.999252,0.00007706288,0.0003739187,0.00002921648,0.00001059102,0.000004508457,0.0001330575,0.000002460367,0.0001170577],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003162995,"threshold_uncertainty_score":0.006629288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669924007343825,"score_gpt":0.3633867955029653,"score_spread":0.2963943947685828,"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."}}