{"id":"W2068621542","doi":"10.1016/j.juro.2010.02.1419","title":"1638 SHOULD VOIDING SYMPTOMS BASED ON AUA SYMPTOM SCORE BE USED TO ORDER A PSA TEST?","year":2010,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Rectal examination; Lower urinary tract symptoms; Logistic regression; Cohort; Receiver operating characteristic; Prostate; Test (biology); Prospective cohort study; Gynecology; International Prostate Symptom Score; Urology; Internal medicine; Cancer","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":[0.00273161,0.0002407105,0.0006656218,0.002288608,0.0003393241,0.0008232222,0.0005600944,0.0007118712,0.0110462],"category_scores_gemma":[0.01828991,0.0003262653,0.0003846102,0.002314511,0.0004449369,0.0006649148,0.0004181114,0.0006532544,0.003243478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002572445,"about_ca_system_score_gemma":0.00067373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002607896,"about_ca_topic_score_gemma":0.004323795,"domain_scores_codex":[0.9985502,0.0005880738,0.0002322759,0.0001091586,0.0003790583,0.0001412267],"domain_scores_gemma":[0.9900444,0.003633215,0.003781359,0.0003288689,0.001486036,0.0007262572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001522636,0.00006354402,0.9745114,0.00008099942,0.00003431927,0.00009627261,0.00003993852,0.00004906463,0.0000969783,0.000054301,0.007705083,0.01711588],"study_design_scores_gemma":[0.00006965337,0.0004133421,0.9866847,0.0002408492,0.00007118727,0.001828884,0.0002768162,0.001155666,0.0003116906,0.0002991839,0.008619159,0.0000290207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356155,0.01049856,0.004841029,0.01032549,0.0009415943,0.0005695546,0.01462548,0.0002827343,0.02230006],"genre_scores_gemma":[0.9797162,0.004383023,0.004115179,0.001765617,0.0008194625,0.0002753626,0.004053903,0.00005782612,0.004813576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0110462,"threshold_uncertainty_score":0.03695321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748479014305407,"score_gpt":0.3097649696927069,"score_spread":0.2722801795496529,"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."}}