{"id":"W2019558424","doi":"10.1118/1.2977542","title":"Design and evaluation of a 3D transrectal ultrasound prostate biopsy system","year":2008,"lang":"en","type":"article","venue":"Medical Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University; Robarts Clinical Trials","funders":"Canadian Institutes of Health Research; Prostate Cancer Foundation","keywords":"Biopsy; Prostate; 3D ultrasound; Prostate biopsy; Medicine; Ultrasound; Radiology; Prostate cancer; Gold standard (test); Medical imaging; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001303321,0.0004428038,0.0004711178,0.0004000066,0.0003474609,0.0008049971,0.000991333,0.000796861,0.001847003],"category_scores_gemma":[0.002574008,0.0004144103,0.0003576609,0.0002021898,0.0003660949,0.0004763792,0.0007107269,0.0002474831,0.0006044694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006614209,"about_ca_system_score_gemma":0.001196354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001754737,"about_ca_topic_score_gemma":0.001241416,"domain_scores_codex":[0.9990436,0.0001845456,0.00007601047,0.0001616352,0.0004826419,0.00005150886],"domain_scores_gemma":[0.9987904,0.0002465797,0.00008516278,0.0001626473,0.000597096,0.0001181523],"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":[0.00135152,0.0005814046,0.01364805,0.000701736,0.0001723286,0.0009770837,0.0005740171,0.1273316,0.5464462,0.003201121,0.00423353,0.3007815],"study_design_scores_gemma":[0.0004661804,0.003345004,0.0228512,0.00005721583,0.0002518351,0.001879954,0.0001558096,0.72605,0.2205894,0.0008558716,0.02327514,0.0002224513],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1933537,0.0003887145,0.7966115,0.0004514905,0.0001814912,0.00112584,0.0003930939,0.005050818,0.002443402],"genre_scores_gemma":[0.4495524,0.0001801552,0.5468152,0.0002636522,0.00002135314,0.0006327138,0.0004733832,0.0002018676,0.00185923],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001847003,"threshold_uncertainty_score":0.006892681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04364332219411569,"score_gpt":0.2971786058553625,"score_spread":0.2535352836612468,"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."}}