{"id":"W4380090043","doi":"10.3390/cancers15123119","title":"UAS™—A Urine Preservative for Oncology Applications","year":2023,"lang":"en","type":"article","venue":"Cancers","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"DNA Genotek","keywords":"Urine; Preservative; Urinary system; Medicine; Urology; Liquid biopsy; Prostate cancer; Cancer; Internal medicine; Chemistry; Food science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001199936,0.0006248784,0.0003564121,0.001105411,0.0007738356,0.0008506561,0.0005696638,0.001002976,0.002796719],"category_scores_gemma":[0.001275402,0.0002968594,0.0005009441,0.0005258063,0.0004855868,0.0006003092,0.000823881,0.0006297949,0.001854311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006895,"about_ca_system_score_gemma":0.001013731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004906778,"about_ca_topic_score_gemma":0.0007278891,"domain_scores_codex":[0.9989072,0.0002651692,0.00008680434,0.0001525399,0.0005040605,0.0000842193],"domain_scores_gemma":[0.9992176,0.000156239,0.0001825097,0.0000952057,0.0002525676,0.00009595296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003170845,0.0001050071,0.001026796,0.0007813947,0.00004557093,0.0004378157,0.0001438471,0.0002998655,0.8965381,0.001263856,0.004235977,0.09480481],"study_design_scores_gemma":[0.00002170871,0.0004434065,0.001532807,0.000177341,0.00005849274,0.002491795,0.00008220301,0.0005870418,0.8786491,0.0003846692,0.1155232,0.0000482455],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3849697,0.2445753,0.3114512,0.005595627,0.005160306,0.002161924,0.005167785,0.006169703,0.03474839],"genre_scores_gemma":[0.6570936,0.07007311,0.2298799,0.003130905,0.001086874,0.001152176,0.00345331,0.0005822536,0.03354784],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002796719,"threshold_uncertainty_score":0.009355903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314405804329537,"score_gpt":0.3197892898945073,"score_spread":0.2966452318512119,"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."}}