{"id":"W2970672758","doi":"10.1016/j.ijrobp.2019.08.042","title":"Image Guided Adaptive Endorectal Brachytherapy in the Nonoperative Management of Patients With Rectal Cancer","year":2019,"lang":"en","type":"article","venue":"International Journal of Radiation Oncology*Biology*Physics","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Maisonneuve-Rosemont; Centre Intégré de Santé et de Services Sociaux des Laurentides; Université de Montréal; Université Laval; Centre Hospitalier de l’Université de Montréal; McGill University; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Jewish General Hospital","funders":"","keywords":"Medicine; Brachytherapy; Radiation therapy; Colorectal cancer; Cumulative incidence; External beam radiotherapy; Surgery; Radiology; 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":[0.0002989063,0.0001786352,0.0004579586,0.0001188588,0.00002450748,0.00001148966,0.0002753379,0.00009543571,0.0001779704],"category_scores_gemma":[0.00002759915,0.0001118737,0.0001503761,0.0002381439,0.0001369504,0.0002278558,0.00003884609,0.0003238478,0.000012809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008805079,"about_ca_system_score_gemma":0.0002699466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004636718,"about_ca_topic_score_gemma":0.00001407686,"domain_scores_codex":[0.9984471,0.0002226804,0.000553285,0.0002038263,0.0003995375,0.0001735393],"domain_scores_gemma":[0.9980856,0.0002688408,0.0007288036,0.0001267254,0.000738413,0.00005164381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005624359,0.001169465,0.9127528,0.00001209502,0.001490057,0.00008973753,0.001233562,0.000280819,0.0005362165,0.00194767,0.000159307,0.07470388],"study_design_scores_gemma":[0.02320664,0.006386706,0.9631408,0.0001982375,0.0001848303,0.00006516204,0.0003668362,0.0007454312,0.001641391,0.001037034,0.002840745,0.0001862097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935077,0.0002029813,0.0004343002,0.0008779391,0.0007917748,0.0006901227,0.00007326283,0.000008220115,0.003413679],"genre_scores_gemma":[0.9961168,0.0003576613,0.002581371,0.0004756814,0.000305768,0.00004479097,0.00005570263,0.00001837673,0.00004389902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07451767,"threshold_uncertainty_score":0.4562076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01888167552725645,"score_gpt":0.3346977070848355,"score_spread":0.315816031557579,"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."}}