{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001953282,0.0002366156,0.0005051545,0.00002830738,0.0001446628,0.00001326167,0.0001264182,0.0001392034,0.0001672044],"category_scores_gemma":[0.0002110094,0.0001728927,0.0001619706,0.0002807339,0.0001794927,0.00006081512,0.00004986035,0.0002604403,0.0002238184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003161138,"about_ca_system_score_gemma":0.0004580481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007040968,"about_ca_topic_score_gemma":0.000002298561,"domain_scores_codex":[0.9977207,0.00004565309,0.0004269879,0.0004002078,0.001008418,0.0003980237],"domain_scores_gemma":[0.9985663,0.0001493018,0.0001111555,0.0004277115,0.0001669372,0.0005786371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001789612,0.01835553,0.383158,0.005263567,0.005024304,0.04060928,0.003964939,0.00001708065,0.03419321,0.01960218,0.2403597,0.2476626],"study_design_scores_gemma":[0.06040122,0.00771452,0.4570455,0.01059778,0.003265521,0.04348512,0.000605346,0.00179711,0.3616129,0.00301606,0.04653462,0.003924289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701238,0.00102959,0.008621653,0.003527275,0.001077581,0.001724019,0.00009848019,0.0007438647,0.01305369],"genre_scores_gemma":[0.9963971,0.00032246,0.000873144,0.001075298,0.0005253096,0.0001549803,0.0001361677,0.00004200845,0.0004735216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3274197,"threshold_uncertainty_score":0.705036,"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."}}