{"id":"W2556458143","doi":"10.1016/j.brachy.2016.04.326","title":"Correlation of Multi-Parametric MRI (mpMRI) with PSA in the Assessment of Response to Combined HDR Prostate Brachytherapy and External Beam Radiotherapy for Upper Tier Intermediate and High Risk Prostate Cancer","year":2016,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Prostate; External beam radiotherapy; Nuclear medicine; Radiology; Radiation therapy; Effective diffusion coefficient; Biopsy; Multiparametric MRI; Magnetic resonance imaging; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008677433,0.0002984592,0.0006104963,0.0003415721,0.00006702721,0.00002752555,0.00009390193,0.00008227325,0.00002430875],"category_scores_gemma":[0.00005673224,0.0001566231,0.0000753848,0.0003880182,0.0002077075,0.0001608328,0.00001597831,0.0001338143,3.202472e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870961,"about_ca_system_score_gemma":0.0001854623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002719529,"about_ca_topic_score_gemma":0.00009020104,"domain_scores_codex":[0.9981163,0.0002203108,0.0005620153,0.0004607825,0.0003173197,0.0003233053],"domain_scores_gemma":[0.9980127,0.0008731828,0.0004472203,0.0003571538,0.0001864758,0.0001232606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02060248,0.0006618277,0.8157841,0.00008399931,0.0002769067,0.00001026689,0.003067978,0.0001297011,0.009431342,0.00005395698,0.00007560304,0.1498219],"study_design_scores_gemma":[0.02731701,0.01010206,0.9530333,0.0006953592,0.00009571361,0.00001815494,0.0001212692,0.001181737,0.005982088,0.0001355985,0.001111552,0.0002061767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981435,0.003984172,0.006372463,0.003533825,0.0001100654,0.004238059,0.0003068564,0.00001727517,0.000002282085],"genre_scores_gemma":[0.9647992,0.02516648,0.007713755,0.0005988491,0.00004323589,0.001428806,0.00001361042,0.00005523486,0.0001808397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1496157,"threshold_uncertainty_score":0.6386904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097350496941615,"score_gpt":0.3066139025225303,"score_spread":0.2956403975531142,"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."}}