{"id":"W3012523504","doi":"10.1097/ju.0000000000001020","title":"Expression of Small Noncoding RNAs in Urinary Exosomes Classifies Prostate Cancer into Indolent and Aggressive Disease","year":2020,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Cancer-related molecular mechanisms research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; Health Sciences Centre; University Health Network","funders":"","keywords":"Medicine; Microvesicles; Prostate cancer; Disease; Long non-coding RNA; Prostate; Urinary system; PCA3; Cancer; microRNA; Cancer research; Oncology; Internal medicine; RNA; Gene; Genetics; Biology","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":[0.0008506022,0.000328688,0.000296914,0.0008621748,0.0002553302,0.0006094368,0.0002077662,0.0002827925,0.000921813],"category_scores_gemma":[0.002216634,0.0001581493,0.0002947865,0.0003580406,0.0002772353,0.0002207507,0.0003897811,0.0002480562,0.0002510786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179667,"about_ca_system_score_gemma":0.0002650804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005021981,"about_ca_topic_score_gemma":0.001081178,"domain_scores_codex":[0.9994691,0.000112921,0.00004625305,0.0001384535,0.0001874462,0.00004589306],"domain_scores_gemma":[0.9989918,0.0003393484,0.000329537,0.00007089358,0.0001761415,0.00009231966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008626214,0.0001029264,0.8306894,0.0001810555,0.0001989719,0.0001459643,0.0002223928,0.0005155936,0.1167578,0.0001749366,0.0004519729,0.04969637],"study_design_scores_gemma":[0.00003298471,0.001175488,0.9083052,0.00006634815,0.0002040376,0.001106297,0.0002672693,0.005055204,0.08087287,0.0003565549,0.002518074,0.00003971881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939103,0.0008687171,0.003620014,0.00007024439,0.00002290862,0.00004285285,0.0004752752,0.0000820024,0.0009077314],"genre_scores_gemma":[0.9956816,0.0001918858,0.003263364,0.0000575208,0.00001802031,0.00002785732,0.0003861109,0.00001116037,0.0003623215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000921813,"threshold_uncertainty_score":0.004498482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01866393830500087,"score_gpt":0.2782037378600577,"score_spread":0.2595397995550568,"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."}}