{"id":"W2810439012","doi":"10.1016/j.brachy.2018.04.127","title":"Can a Dominant Intraprostatic Lesion (DIL) Boost with Permanent I-125 Prostate Implants, Altered Outcomes and Improve Biochemical Disease-Free Survival (bDFS) in Intermediate Risk Prostate Cancer?","year":2018,"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":"Centre hospitalier universitaire de Québec","funders":"","keywords":"Medicine; Prostate cancer; Brachytherapy; Prostate; Oncology; Urology; Biopsy; Cancer; Lesion; Disease; Population; Internal medicine; Radiation therapy; Surgery","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":[0.0002916745,0.0005741481,0.0008275453,0.0001981687,0.000163277,0.00008655268,0.0001715306,0.00009493473,0.00003485624],"category_scores_gemma":[0.0000682809,0.0003807838,0.0001030856,0.0002462892,0.0004860749,0.0001598992,0.0001169605,0.000332943,0.00000757679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003877441,"about_ca_system_score_gemma":0.0004208115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002002741,"about_ca_topic_score_gemma":0.003060258,"domain_scores_codex":[0.9970452,0.0001148943,0.0006459589,0.0009318666,0.0004530387,0.0008090227],"domain_scores_gemma":[0.9981173,0.0001419796,0.0003340544,0.0007017102,0.0001596047,0.0005453861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01002741,0.0007528516,0.9173003,0.0003331315,0.0003473999,0.0004573402,0.003794577,0.00000152548,0.008341813,0.00004589447,0.000525741,0.058072],"study_design_scores_gemma":[0.02106692,0.003660811,0.9520611,0.001077954,0.0002732759,0.00005994603,0.0003449993,0.0001971957,0.01919484,0.0005248574,0.0009577806,0.0005802881],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871141,0.003498279,0.000008163978,0.004275331,0.0004218814,0.002860719,0.00172974,0.00007100604,0.00002081022],"genre_scores_gemma":[0.9831638,0.01395224,0.0002215536,0.0007996321,0.0002523852,0.001063982,0.0002682339,0.00009830388,0.0001798392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05749171,"threshold_uncertainty_score":0.9998644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178244561192859,"score_gpt":0.2801370392519978,"score_spread":0.2683545936400692,"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."}}