{"id":"W2145545445","doi":"10.1016/j.brachy.2009.03.054","title":"Ultrasound elastography – an image guidance tool for prostate brachytherapy","year":2009,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Ultrasound Imaging and Elastography","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Medicine; Brachytherapy; Elastography; Prostate; Ultrasound; Prostate brachytherapy; Radiology; Prostate gland; Ultrasound elastography; Visualization; Medical physics; Radiation therapy; Artificial intelligence; Internal medicine; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005039676,0.0005075606,0.0006038686,0.0003791886,0.0003478713,0.0001933669,0.0002417882,0.0001637041,0.0001243016],"category_scores_gemma":[0.00009174967,0.0004523914,0.0005415661,0.000759132,0.000224344,0.0006665009,0.000005121501,0.000335182,0.00003268184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004259506,"about_ca_system_score_gemma":0.0001015441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001681597,"about_ca_topic_score_gemma":0.000005901655,"domain_scores_codex":[0.9972515,0.00008391083,0.0005668417,0.0008167027,0.0004088842,0.0008721259],"domain_scores_gemma":[0.9980581,0.0001994293,0.0002016811,0.0008979772,0.0003271515,0.0003156753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00341915,0.001713427,0.05370241,0.00008847482,0.0002888012,0.00001519795,0.001724075,0.00001478935,0.7581134,0.0008063401,0.009832793,0.1702811],"study_design_scores_gemma":[0.01190985,0.01078229,0.5553299,0.0002287806,0.0001988978,0.001192948,0.0002795962,0.000164165,0.01490409,0.01024042,0.3932534,0.001515744],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528568,0.002370738,0.0375782,0.002529488,0.0003900694,0.001954451,0.00009526869,0.0007457645,0.001479225],"genre_scores_gemma":[0.8613482,0.001074813,0.1216676,0.01296758,0.001018051,0.0002400439,0.0002914158,0.0001536592,0.001238716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7432093,"threshold_uncertainty_score":0.9997928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008765806863861261,"score_gpt":0.2822692260608855,"score_spread":0.2735034191970243,"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."}}