{"id":"W2051321553","doi":"10.2478/v10019-012-0034-y","title":"Imaging primary prostate cancer with 11C-Choline PET/CT: relation to tumour stage, Gleason score and biomarkers of biologic aggressiveness","year":2012,"lang":"en","type":"article","venue":"Radiology and Oncology","topic":"Prostate Cancer Treatment and Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto","funders":"","keywords":"Medicine; Prostate cancer; Standardized uptake value; Prostate; Stage (stratigraphy); Biochemical recurrence; Positron emission tomography; Nuclear medicine; Cancer; Urology; Oncology; Internal medicine; Prostatectomy","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":[0.0003480211,0.0001516256,0.0004364607,0.0001616625,0.00009277551,0.000003497614,0.00004142692,0.00004039232,0.00003715636],"category_scores_gemma":[0.00005045314,0.00009702674,0.0000227355,0.0001593217,0.0004941293,0.00009335823,0.00005776488,0.0001815415,0.00000198349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001892826,"about_ca_system_score_gemma":0.0002351327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001327689,"about_ca_topic_score_gemma":0.00003386356,"domain_scores_codex":[0.9989176,0.000156586,0.0001909726,0.0002716325,0.00007273071,0.0003904102],"domain_scores_gemma":[0.9993152,0.0001521344,0.0001347001,0.000110892,0.00008549108,0.0002016091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003819835,0.0001097371,0.9515606,0.000157864,0.000166688,0.0004178359,0.0003119212,0.000006606258,0.02170489,0.00008680347,0.0001985185,0.02145869],"study_design_scores_gemma":[0.003716577,0.001436503,0.9853563,0.0001798966,0.0001453705,0.002402219,0.0002028502,0.00003711589,0.002922149,0.00003389925,0.003439475,0.0001276305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743055,0.02228282,0.00002232667,0.002131346,0.0001346408,0.0006557943,0.00003377097,0.00002138013,0.0004124556],"genre_scores_gemma":[0.9931074,0.005045874,0.0007685775,0.0003818808,0.00009448142,0.0001043278,0.00008025613,0.00001421329,0.000402949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0337957,"threshold_uncertainty_score":0.3956636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02402134189882802,"score_gpt":0.3379681403131874,"score_spread":0.3139467984143594,"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."}}