{"id":"W2007423697","doi":"10.1118/1.3469409","title":"WE‐D‐201C‐02: MRI‐Guided Transurethral Diagnosis and Treatment of Localized Prostate Cancer","year":2010,"lang":"en","type":"article","venue":"Medical Physics","topic":"Ultrasound and Hyperthermia Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Prostate cancer; Prostate; Medicine; Magnetic resonance imaging; Ultrasound; Imaging phantom; Prostate gland; Biomedical engineering; Medical imaging; Radiology; Cancer; 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":[0.0004751071,0.0004142164,0.0003655271,0.0008958516,0.0002976808,0.0006340104,0.0008028792,0.001090288,0.004829094],"category_scores_gemma":[0.0004565178,0.0002811602,0.0002789263,0.0005176831,0.000419367,0.0003489135,0.0005641602,0.0009889737,0.001798365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006667436,"about_ca_system_score_gemma":0.001127057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321778,"about_ca_topic_score_gemma":0.00436755,"domain_scores_codex":[0.9997814,0.00003960006,0.00001075638,0.00003657897,0.00008148141,0.00005020743],"domain_scores_gemma":[0.9998105,0.00002345363,0.00002040071,0.00002350605,0.00003972827,0.00008252436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002679255,0.0006689581,0.002167515,0.001177106,0.0001281984,0.002244218,0.0001126789,0.002597335,0.5701708,0.002844801,0.04136639,0.3738429],"study_design_scores_gemma":[0.001381836,0.004706122,0.02418721,0.0003212891,0.0002857318,0.02783821,0.00008181875,0.02220267,0.6339212,0.000932144,0.2838354,0.0003063789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3720495,0.2010824,0.2261164,0.01193989,0.004459835,0.002115371,0.003586079,0.01180344,0.166847],"genre_scores_gemma":[0.8190997,0.02544971,0.08260489,0.004246297,0.000704448,0.0007289899,0.002387961,0.0008401432,0.06393801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004829094,"threshold_uncertainty_score":0.01615489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01411325384120564,"score_gpt":0.259776500107003,"score_spread":0.2456632462657973,"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."}}