{"id":"W2026981459","doi":"10.1007/s00345-008-0252-5","title":"Substratification of high-risk localised prostate cancer treated by radical prostatectomy","year":2008,"lang":"en","type":"article","venue":"World Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Urology; Stage (stratigraphy); Internal medicine; Nephrology; Proportional hazards model; Prostate; Oncology; Cancer","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":[0.0001869848,0.0001606198,0.0005633343,0.000220225,0.00006083793,0.000004316522,0.00008073786,0.00007021337,0.0001957571],"category_scores_gemma":[0.00004232413,0.0001162203,0.0001234062,0.0003227291,0.0003085552,0.0000759572,0.000009938699,0.0003094793,0.000004562271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001372881,"about_ca_system_score_gemma":0.0002995013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003293238,"about_ca_topic_score_gemma":0.00006806852,"domain_scores_codex":[0.9984961,0.0001147508,0.0007039357,0.0001822249,0.0002616241,0.0002413737],"domain_scores_gemma":[0.9984754,0.00009937614,0.0007420951,0.0001749602,0.0003200909,0.0001880383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006504625,0.001675018,0.9181939,0.00008415849,0.0009028412,0.0007884626,0.0006676803,0.0002482269,0.01165985,0.000176519,0.02572967,0.03336902],"study_design_scores_gemma":[0.02253882,0.007182354,0.7890562,0.0001764921,0.001312536,0.001166838,0.00003633933,0.0001289363,0.1224408,0.0005165064,0.05515069,0.0002934426],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853483,0.009625725,0.00005660469,0.004175752,0.0001622234,0.0004150287,0.00008610787,0.00001341329,0.0001168065],"genre_scores_gemma":[0.9853809,0.01359426,0.0002198904,0.0002930799,0.00009431067,0.00004254897,0.00003616892,0.00002095294,0.0003178981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1291377,"threshold_uncertainty_score":0.4739325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01227524078605074,"score_gpt":0.2583468679295867,"score_spread":0.246071627143536,"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."}}