{"id":"W2160201029","doi":"10.1118/1.3002415","title":"Mechanically assisted 3D ultrasound guided prostate biopsy system","year":2008,"lang":"en","type":"article","venue":"Medical Physics","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Robarts Clinical Trials; Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Imaging phantom; Prostate biopsy; Prostate; 3D ultrasound; Prostate cancer; Medicine; Ultrasound; Computer science; Biopsy; Nuclear medicine; Radiology; Cancer","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":[0.0003518358,0.0005479794,0.0005481892,0.0006409287,0.0003808665,0.0005696247,0.001379826,0.001138938,0.008689863],"category_scores_gemma":[0.0007367703,0.0004261382,0.0004971903,0.0003173254,0.000256065,0.0003737684,0.001134142,0.0003094091,0.002808841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003935591,"about_ca_system_score_gemma":0.0007464059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001152382,"about_ca_topic_score_gemma":0.001382233,"domain_scores_codex":[0.9994174,0.00006611908,0.00004151563,0.0001164575,0.0003288775,0.00002972704],"domain_scores_gemma":[0.9996468,0.00006238554,0.00004967793,0.00008632018,0.0001250266,0.00002984933],"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":[0.000364861,0.0001278704,0.003187249,0.0005045299,0.00008535697,0.0006443006,0.0001847505,0.01745012,0.689909,0.002653818,0.01027688,0.2746112],"study_design_scores_gemma":[0.0004642438,0.00330327,0.03805428,0.000144772,0.0004310387,0.01193912,0.0001318575,0.4181037,0.3280831,0.002616199,0.1960545,0.0006739611],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05187323,0.0008420449,0.9229532,0.0005622709,0.0002643204,0.0006405955,0.0009743833,0.01488765,0.007002275],"genre_scores_gemma":[0.448851,0.0007302794,0.5307263,0.001321251,0.0001520157,0.001139253,0.001711903,0.00038923,0.01497882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008689863,"threshold_uncertainty_score":0.02907044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278922318016012,"score_gpt":0.2854417144013183,"score_spread":0.2526524912211582,"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."}}