{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000932289,0.001254681,0.005959911,0.0005528147,0.0001390717,0.0001141305,0.0004211466,0.0005549125,0.0002235074],"category_scores_gemma":[0.0001144217,0.000756157,0.001577248,0.0006710509,0.0001985755,0.0007402849,0.00004118039,0.001185167,0.00001018536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001256625,"about_ca_system_score_gemma":0.005606938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006457676,"about_ca_topic_score_gemma":0.00002029392,"domain_scores_codex":[0.9946347,0.0006680393,0.002198957,0.0007510098,0.001130028,0.0006172946],"domain_scores_gemma":[0.9926602,0.0007386595,0.003301608,0.0005406673,0.002046575,0.0007123533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.03025294,0.001720538,0.00272313,0.002621618,0.007262652,0.000511014,0.0004448154,0.000004548267,0.000002888037,0.00002377408,0.004967656,0.9494644],"study_design_scores_gemma":[0.02419068,0.02134658,0.001431853,0.01199249,0.001534933,0.0004067325,0.00001946992,0.000003931289,0.00001576969,0.00007902902,0.9381921,0.0007863817],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01654057,0.9743531,0.00006254613,0.0002243463,0.001713327,0.005952229,0.0006496309,0.00006015796,0.0004440607],"genre_scores_gemma":[0.008443382,0.9850846,0.001103521,0.0003954265,0.001986129,0.0008408402,0.0004281231,0.0003626024,0.001355405],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.948678,"threshold_uncertainty_score":0.9994889,"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."}}