{"id":"W134304227","doi":"10.5114/jcb.2015.51402","title":"High-dose-rate pre-operative endorectal brachytherapy for patients with rectal cancer","year":2015,"lang":"en","type":"review","venue":"Journal of Contemporary Brachytherapy","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Brachytherapy; Colorectal cancer; Radiation treatment planning; Radiology; Magnetic resonance imaging; Radiation therapy; 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":[0.0003733796,0.0004212027,0.0008335809,0.001840085,0.0002036713,0.0005097599,0.0005510794,0.0005196978,0.002878463],"category_scores_gemma":[0.0007556137,0.0001823459,0.0005182975,0.001482732,0.0002687008,0.0006429033,0.0003516496,0.0007681593,0.0009647034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002799141,"about_ca_system_score_gemma":0.0007217268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009087251,"about_ca_topic_score_gemma":0.002535772,"domain_scores_codex":[0.9998828,0.00002356101,0.00002714902,0.00001822462,0.00004021057,0.000008093934],"domain_scores_gemma":[0.9997471,0.0001404571,0.00004896642,0.000005191772,0.00004245591,0.00001579314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006337158,0.00005233432,0.0005273499,0.02508995,0.0001178895,0.0003025433,0.00006070974,0.0001998981,0.0005989152,0.0006804549,0.01572235,0.9565843],"study_design_scores_gemma":[0.00005488028,0.0002491204,0.006766987,0.0191536,0.0004993155,0.01039547,0.000173111,0.0001923891,0.0007267194,0.001141263,0.9606087,0.00003843117],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002063514,0.9990283,0.00005036649,0.0001262058,0.00004581419,0.000003843863,0.00001074479,0.000003213209,0.0005251035],"genre_scores_gemma":[0.001277379,0.998271,0.0001017681,0.00009913574,0.00004961254,0.000004600641,0.00001950373,0.000001023693,0.0001758835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002878463,"threshold_uncertainty_score":0.009629428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06013020460906658,"score_gpt":0.380678870676019,"score_spread":0.3205486660669524,"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."}}