{"id":"W4244966253","doi":"10.7150/jca.6890","title":"Potential Urinary Protein Biomarker Candidates for the Accurate Detection of Prostate Cancer among Benign Prostatic Hyperplasia Patients","year":2014,"lang":"en","type":"article","venue":"Journal of Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Medicine; Prostate cancer; Biomarker; Prostate; Prostate-specific antigen; Cancer; Hyperplasia; Biopsy; Prostate biopsy; Oncology; PCA3; Internal medicine; Urine; Urology; 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":[0.0003704477,0.0003115714,0.000383719,0.0009356078,0.0001568661,0.0004703552,0.0001662858,0.0003467777,0.0007339434],"category_scores_gemma":[0.0004854826,0.0001348388,0.0002129868,0.0006794167,0.0001559187,0.0002181672,0.0001736542,0.0002989467,0.0002484216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345491,"about_ca_system_score_gemma":0.0001606711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002571405,"about_ca_topic_score_gemma":0.0005351208,"domain_scores_codex":[0.9998118,0.00004182392,0.00001414714,0.00003628503,0.00007057979,0.00002532232],"domain_scores_gemma":[0.9998275,0.0000372447,0.00006016608,0.000006475554,0.00004581937,0.00002273798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001202286,0.0002116495,0.1793121,0.0006689791,0.0001296993,0.0008026884,0.000181734,0.0006424782,0.7491819,0.000289134,0.0007490878,0.06662831],"study_design_scores_gemma":[0.00004093308,0.002669443,0.5613028,0.0001295434,0.0003625704,0.004901151,0.0005350625,0.007650166,0.408803,0.0007045193,0.01283885,0.00006191483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782668,0.01430265,0.004679999,0.0003964514,0.00009125598,0.00007467192,0.0008327828,0.0000865477,0.001268789],"genre_scores_gemma":[0.9871805,0.003060237,0.007887327,0.0001910641,0.00005771641,0.00005579984,0.0006047541,0.000007046785,0.0009555314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009356078,"threshold_uncertainty_score":0.002455294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008106242324825,"score_gpt":0.2816613250046042,"score_spread":0.271580262581356,"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."}}