{"id":"W1553325564","doi":"10.1120/jacmp.v13i4.3753","title":"An evaluation of the Clarity 3D ultrasound system for prostate localization","year":2012,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Alberta","funders":"","keywords":"Ultrasound; Medicine; Prostate; Prostate cancer; Radiology; Nuclear medicine; Retrospective cohort study; Data set; Radiation therapy; Computer science; Surgery; Cancer; Artificial intelligence; 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":[0.007378653,0.0003999936,0.0004671015,0.00111454,0.0001948711,0.0007643117,0.0007914652,0.0007052224,0.001377345],"category_scores_gemma":[0.02137775,0.0003568789,0.0004310505,0.0005260437,0.000360258,0.0005299922,0.000776879,0.0003600683,0.00065439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004353946,"about_ca_system_score_gemma":0.000502542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002045755,"about_ca_topic_score_gemma":0.0018646,"domain_scores_codex":[0.9956152,0.002078905,0.0001992236,0.0004047384,0.001569176,0.0001327328],"domain_scores_gemma":[0.9907374,0.004934268,0.0006045704,0.001176846,0.002299558,0.0002474136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005560809,0.0002292265,0.1481753,0.0005398077,0.0003463961,0.0005471708,0.001099082,0.01719068,0.1362796,0.001278898,0.003621948,0.6851312],"study_design_scores_gemma":[0.0005002083,0.01591307,0.6381739,0.000214382,0.0008402275,0.009396431,0.0005132364,0.180268,0.1190724,0.0005219385,0.03407788,0.0005082565],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8023769,0.005436352,0.1838465,0.0003633754,0.0002055201,0.0004167036,0.001219661,0.002293426,0.003841486],"genre_scores_gemma":[0.8791405,0.0007533773,0.1173666,0.0003309954,0.00009069019,0.0001355216,0.001009096,0.0002449014,0.0009283381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007378653,"threshold_uncertainty_score":0.03902251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985947428306362,"score_gpt":0.3960156405277327,"score_spread":0.3561561662446691,"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."}}