{"id":"W2132024289","doi":"10.1016/j.eururo.2006.11.027","title":"Prostate Cancer-Specific Survival in Men Treated with Hormonal Therapy after Failure of Radical Prostatectomy","year":2006,"lang":"en","type":"article","venue":"European Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Nomogram; Prostatectomy; Prostate cancer; Hormonal therapy; Urology; Proportional hazards model; Prostate-specific antigen; Stage (stratigraphy); Radiation therapy; Surgical margin; Biochemical recurrence; Internal medicine; Surgery; 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":[0.0001737576,0.0002416414,0.0004288083,0.0001375226,0.00002475043,0.00001057275,0.00007765281,0.00004956227,0.0001915489],"category_scores_gemma":[0.000003309442,0.0001634277,0.00006071451,0.000256851,0.0002539408,0.00004625594,0.00002744021,0.0002044475,0.00002146055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009189012,"about_ca_system_score_gemma":0.0000861626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002213363,"about_ca_topic_score_gemma":0.000156199,"domain_scores_codex":[0.9984042,0.0002282417,0.0003578553,0.0004207993,0.0002017914,0.000387118],"domain_scores_gemma":[0.999419,0.00004614373,0.0001136004,0.0002531359,0.00007916288,0.00008897072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008638326,0.0008325037,0.9750185,0.00003015034,0.000133291,0.002301894,0.0002964361,0.00006565482,0.00332525,0.0001388695,0.001572779,0.007646337],"study_design_scores_gemma":[0.009836921,0.002691525,0.9400883,0.00004562166,0.00004162753,0.00005014479,0.00002392074,0.00001111125,0.003404654,0.00002945595,0.04361754,0.0001591628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867536,0.004263526,0.000006381365,0.001844169,0.00003462211,0.0008749368,0.00006814974,0.0000497295,0.006104895],"genre_scores_gemma":[0.9975206,0.001394363,0.0001190083,0.0002014708,0.0001229002,0.0001984296,0.00009703653,0.00006211599,0.0002840263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04204476,"threshold_uncertainty_score":0.6664386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009292938395441269,"score_gpt":0.2245566970867081,"score_spread":0.2152637586912668,"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."}}