{"id":"W2031868978","doi":"10.1002/pros.21415","title":"Comparison of incidentally detected prostate cancer with screen‐detected prostate cancer treated by prostatectomy","year":2011,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Prostatectomy; Cystoprostatectomy; Prostate cancer; Prostate; Urology; Stage (stratigraphy); 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003520664,0.0009313552,0.001332829,0.000255377,0.0003787095,0.00008100204,0.0004213107,0.0001795042,0.0005819862],"category_scores_gemma":[0.00004148086,0.0005660176,0.0002125277,0.001282231,0.0008085764,0.0003557187,0.0001897536,0.0006654444,0.0000356409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005777205,"about_ca_system_score_gemma":0.0006994125,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01332645,"about_ca_topic_score_gemma":0.002778529,"domain_scores_codex":[0.9952502,0.0002191517,0.001238105,0.001060396,0.0009444721,0.001287664],"domain_scores_gemma":[0.9964095,0.0001009378,0.001048127,0.00102335,0.0009432706,0.0004747628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.01454808,0.001683763,0.8934045,0.0005472255,0.00159602,0.0001061601,0.01807773,0.00006144573,0.04487161,0.00001497563,0.003027677,0.02206085],"study_design_scores_gemma":[0.01111186,0.005057578,0.3333013,0.001434552,0.001312489,0.00005293799,0.001041378,0.0003217366,0.6432229,0.00008257778,0.002249595,0.0008110899],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980467,0.007631054,0.00001430945,0.001016625,0.0001456584,0.007644822,0.001947974,0.0004121249,0.0007204283],"genre_scores_gemma":[0.987634,0.00353404,0.0003580599,0.0002138738,0.00005506933,0.004348556,0.0003899409,0.0002270928,0.00323937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5983512,"threshold_uncertainty_score":0.9996791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02734537155363514,"score_gpt":0.299283104304263,"score_spread":0.2719377327506278,"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."}}