{"id":"W2563125910","doi":"10.1200/jco.2012.30.5_suppl.234","title":"Three-dimensional ultrasound-based spectroscopic imaging for the detection of prostate cancer.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"MRI in cancer diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Prostate cancer; Prostatectomy; Histopathology; Medicine; Ultrasound; Prostate; Nuclear medicine; Urology; Radiology; Cancer; Pathology; 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":[0.0008881201,0.0003056396,0.000198834,0.0007094118,0.0001408836,0.000530595,0.0004146263,0.0005368484,0.001269815],"category_scores_gemma":[0.001081516,0.0002950229,0.0002322032,0.0002813179,0.0004019028,0.0003512196,0.0002525525,0.000448427,0.0004317362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568656,"about_ca_system_score_gemma":0.0001998876,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002863,"about_ca_topic_score_gemma":0.0005143623,"domain_scores_codex":[0.9997069,0.0001238057,0.00001136144,0.00004055089,0.00009913756,0.00001825487],"domain_scores_gemma":[0.9996087,0.0001477836,0.0001062489,0.00003383304,0.00006685247,0.00003654873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009835707,0.000319014,0.03187833,0.0003873488,0.00007046905,0.0001780591,0.0001039161,0.001326454,0.8557616,0.0003960901,0.0005563495,0.1080388],"study_design_scores_gemma":[0.0001631837,0.004639852,0.1807678,0.0001066715,0.0002881664,0.009669729,0.0002694871,0.0542013,0.7402132,0.001215923,0.008306109,0.0001585178],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.910082,0.01353519,0.07218927,0.000741354,0.000103437,0.000132778,0.0004466667,0.0006019311,0.002167445],"genre_scores_gemma":[0.9523515,0.001886568,0.04460649,0.0001511329,0.0000596825,0.00006578663,0.0001964359,0.00002410517,0.0006582366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001269815,"threshold_uncertainty_score":0.004696906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09530806100121551,"score_gpt":0.4706581124804022,"score_spread":0.3753500514791867,"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."}}