{"id":"W1996587036","doi":"10.1111/j.1464-410x.2008.07519.x","title":"Comparison of stage migration patterns between Europe and the USA: an analysis of 11 350 men treated with radical prostatectomy for prostate cancer","year":2008,"lang":"en","type":"article","venue":"British Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":141,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Prostatectomy; Prostate cancer; Stage (stratigraphy); Medicine; Statistical significance; Population; Urology; Lymph node; Prostate; Cancer; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002686368,0.0001084529,0.0008868434,0.0001460547,0.00006402903,0.000009615197,0.00006545486,0.00004818115,0.00002616861],"category_scores_gemma":[0.00003665649,0.00007194292,0.0001070031,0.0002459821,0.0003529103,0.00008072626,0.00001246281,0.0001285948,4.67084e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000328274,"about_ca_system_score_gemma":0.0001249264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003829989,"about_ca_topic_score_gemma":0.004609718,"domain_scores_codex":[0.9987366,0.0001536903,0.0005922974,0.0001536372,0.0002025944,0.0001611861],"domain_scores_gemma":[0.9985647,0.0001513306,0.0006492972,0.0001018331,0.0004274423,0.0001054093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002185041,0.0004004635,0.9879412,0.00005659203,0.001457728,0.0001547328,0.00074932,0.0003431221,0.0001036046,0.000008862268,0.0000929835,0.006506335],"study_design_scores_gemma":[0.009272621,0.005022875,0.9786217,0.00008171399,0.003524587,0.0002867781,0.00008881053,0.0008459068,0.001705008,0.000003991526,0.0004840308,0.00006194374],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956992,0.002222508,0.0003036631,0.0007308444,0.00001250569,0.0005847258,0.0004342512,0.000003387284,0.000008885158],"genre_scores_gemma":[0.9946457,0.004924838,0.0001414114,0.00006994626,0.00004281604,0.0000427049,0.00008651851,0.00001423165,0.00003185469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009319481,"threshold_uncertainty_score":0.5789824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02908684222661609,"score_gpt":0.3146762406270979,"score_spread":0.2855893984004818,"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."}}