{"id":"W1502134003","doi":"10.1111/j.1442-2042.2010.02615.x","title":"The novel nomogram of Gleason sum upgrade: Possible application for the eligible criteria of low dose rate brachytherapy","year":2010,"lang":"en","type":"article","venue":"International Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Nomogram; Medicine; Brachytherapy; Prostatectomy; Prostate cancer; Prostate-specific antigen; Nuclear medicine; Radiation therapy; Urology; Oncology; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005655458,0.0007326779,0.00109423,0.003280383,0.0003105309,0.001253653,0.001031175,0.0006443153,0.001468009],"category_scores_gemma":[0.02035668,0.000202573,0.0009345422,0.001393788,0.0004347229,0.001335007,0.0007070855,0.0007318332,0.0005345981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00045347,"about_ca_system_score_gemma":0.0006044518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001825792,"about_ca_topic_score_gemma":0.002095434,"domain_scores_codex":[0.9978681,0.001149751,0.0002174258,0.0002619519,0.0003831955,0.0001195975],"domain_scores_gemma":[0.9912155,0.005267994,0.001288719,0.0005510137,0.00121482,0.0004619646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009440479,0.0001183324,0.8640246,0.0002223299,0.0002620104,0.0003026565,0.0001333455,0.01254667,0.001340681,0.0007454877,0.003322656,0.116037],"study_design_scores_gemma":[0.0003081255,0.001857401,0.5989789,0.0002227893,0.0008516365,0.005311583,0.0005935525,0.36992,0.002525813,0.003725957,0.01551749,0.0001867531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8553964,0.008534566,0.1233012,0.003119204,0.0008518887,0.0003981178,0.001717578,0.0006075017,0.006073381],"genre_scores_gemma":[0.9678636,0.0006896944,0.02947143,0.0001744028,0.0004540794,0.00008851291,0.0007805369,0.00003793064,0.0004398292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005655458,"threshold_uncertainty_score":0.02990925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400996718293713,"score_gpt":0.3420189364276395,"score_spread":0.3280089692447024,"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."}}