{"id":"W2530501765","doi":"10.1016/j.brachy.2016.09.004","title":"Image-guided high-dose-rate brachytherapy boost to the dominant intraprostatic lesion using multiparametric magnetic resonance imaging including spectroscopy: Results of a prospective study","year":2016,"lang":"en","type":"article","venue":"Brachytherapy","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre hospitalier de l'Université Laval; Hôtel-Dieu de Québec; Centre hospitalier universitaire de Québec","funders":"Canadian Association of Radiation Oncology","keywords":"Medicine; Magnetic resonance imaging; Brachytherapy; Lesion; Nuclear medicine; Radiology; Pathology; Radiation therapy","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001101387,0.0005334658,0.0008788947,0.0004375831,0.0003264525,0.00008357323,0.0002764396,0.00006627315,0.00004859768],"category_scores_gemma":[0.0003476627,0.0002983249,0.0001770576,0.001379076,0.0002194752,0.0002845703,0.0001100788,0.0002244147,0.00003081131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007842883,"about_ca_system_score_gemma":0.0002505852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000765023,"about_ca_topic_score_gemma":0.00009690029,"domain_scores_codex":[0.9962398,0.0003389048,0.001037638,0.001031549,0.0006083954,0.0007436549],"domain_scores_gemma":[0.9971944,0.0006165339,0.0004833889,0.001069235,0.0004151457,0.0002212812],"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":[0.01173925,0.002951105,0.1776492,0.00007720137,0.0002022677,0.0003578837,0.005384735,0.00002617333,0.5900463,0.00007230434,0.001126336,0.2103672],"study_design_scores_gemma":[0.03487075,0.00755883,0.7305132,0.001172825,0.0002095015,0.0001054992,0.0006422938,0.000713839,0.2219203,0.000401365,0.001345206,0.0005463737],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978444,0.008245298,0.001135545,0.004548903,0.0003131171,0.007036319,0.0001410826,0.00008084695,0.00005489451],"genre_scores_gemma":[0.9876896,0.001811404,0.008531992,0.0006755249,0.000254873,0.0007448191,0.000008431562,0.0001140868,0.0001692569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.552864,"threshold_uncertainty_score":0.9999469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03844594450796466,"score_gpt":0.3414878315006465,"score_spread":0.3030418869926819,"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."}}