{"id":"W4393095354","doi":"10.1158/1538-7445.am2024-5042","title":"Abstract 5042: Urine as a non-invasive proxy for plasma in prostate cancer-related liquid biopsy applications","year":2024,"lang":"en","type":"article","venue":"Cancer Research","topic":"Blood transfusion and management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Outotec (Canada)","funders":"","keywords":"Liquid biopsy; Prostate cancer; Medicine; Urine; Urology; Prostate; Biopsy; Oncology; Pathology; Cancer; Internal medicine","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":[0.002531303,0.0007060065,0.0005995367,0.001253881,0.0005747081,0.001893735,0.0007035942,0.001100099,0.007793475],"category_scores_gemma":[0.003123099,0.0004006976,0.0004554646,0.0009334063,0.0007702308,0.0008228226,0.0009282243,0.0009432156,0.0028199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004617297,"about_ca_system_score_gemma":0.0009979003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008450501,"about_ca_topic_score_gemma":0.001341433,"domain_scores_codex":[0.9968616,0.001041021,0.0001401467,0.0005744726,0.001252628,0.0001302056],"domain_scores_gemma":[0.998284,0.0007299503,0.0002832046,0.000128705,0.0004525601,0.0001214547],"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":[0.00113888,0.0001669335,0.01558591,0.002628456,0.0001464261,0.0006190991,0.0002612062,0.0007136975,0.846337,0.002250714,0.007439959,0.1227117],"study_design_scores_gemma":[0.00006769611,0.00124764,0.0328104,0.0005850928,0.0002570279,0.004661622,0.0003209651,0.006496337,0.866901,0.001578375,0.08493789,0.0001359864],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3950727,0.1545753,0.3861431,0.005621943,0.003328967,0.001277585,0.0107199,0.007831006,0.03542945],"genre_scores_gemma":[0.7705224,0.02115193,0.1802406,0.002415178,0.0009460089,0.001082375,0.005454387,0.001024884,0.01716223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007793475,"threshold_uncertainty_score":0.02607179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04351945427204805,"score_gpt":0.4129559650503768,"score_spread":0.3694365107783287,"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."}}