{"id":"W2007093043","doi":"10.1002/pros.20501","title":"Screening for prostate cancer at low PSA range: The impact of digital rectal examination on tumor incidence and tumor characteristics","year":2006,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Rectal examination; Medicine; Prostate cancer; Prostate; Biopsy; Cancer; Incidence (geometry); Prostate biopsy; Urology; Prostate-specific antigen; Gynecology; Internal medicine; Gastroenterology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002923101,0.0002113068,0.0002880313,0.000045333,0.0001932335,0.00006761282,0.00007777924,0.00002059039,0.00001319028],"category_scores_gemma":[0.00008465446,0.0001065389,0.0001039163,0.000129353,0.0001880582,0.0001323549,0.00006071633,0.0001072414,0.000003026772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002406943,"about_ca_system_score_gemma":0.000096447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004146786,"about_ca_topic_score_gemma":0.00003324623,"domain_scores_codex":[0.9988893,0.00003559216,0.0002999674,0.0002524678,0.0002233408,0.0002993757],"domain_scores_gemma":[0.9990024,0.0002515779,0.0002880512,0.0002407134,0.0001547108,0.00006254095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005753435,0.0005306602,0.8671562,0.0004434066,0.0003014132,0.0000832712,0.003675018,0.0002726256,0.008638057,0.00009138352,0.001756853,0.1112977],"study_design_scores_gemma":[0.002502566,0.001558769,0.9766601,0.0004989878,0.0001480596,0.00005149151,0.0001034704,0.0015166,0.01637543,0.0002271751,0.0001993624,0.0001579779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949467,0.0005724034,0.00002852036,0.0008043057,0.00005844235,0.002251571,0.001215436,0.0000282511,0.00009436408],"genre_scores_gemma":[0.9980883,0.0002411138,0.00004502417,0.0001181604,0.0001182647,0.0006288307,0.000139901,0.00003438127,0.0005860449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1111397,"threshold_uncertainty_score":0.434453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164661661157567,"score_gpt":0.2907649825428912,"score_spread":0.2742988164271345,"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."}}