{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009614485,0.000146743,0.0002577505,0.0001912605,0.000144625,0.0002854507,0.0001998166,0.0001624948,0.0007020644],"category_scores_gemma":[0.0006310958,0.00008127467,0.0001586666,0.0001890592,0.0001686888,0.0001433546,0.0001246342,0.0003273707,0.00010114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002180848,"about_ca_system_score_gemma":0.0003398769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272033,"about_ca_topic_score_gemma":0.003632059,"domain_scores_codex":[0.9999397,0.00001858621,0.000005464748,0.000009113435,0.0000148107,0.0000123148],"domain_scores_gemma":[0.9998798,0.00004517198,0.00003572355,0.000006094484,0.000008123024,0.00002496423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01290954,0.001915639,0.3567277,0.0007502371,0.0002727811,0.00967112,0.0006375748,0.007618479,0.05002893,0.000561404,0.004183446,0.5547231],"study_design_scores_gemma":[0.0005463646,0.009484191,0.9351862,0.0001542235,0.0003842167,0.01883144,0.0004848467,0.01149116,0.01359206,0.0004373302,0.009361042,0.00004696172],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867242,0.007714669,0.001989529,0.0003808865,0.0000611209,0.00003337721,0.00005976581,0.00005349894,0.002982877],"genre_scores_gemma":[0.9968731,0.001332596,0.001194871,0.00009985894,0.00004066399,0.00001254364,0.00004456803,0.000009887392,0.0003919032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001272033,"threshold_uncertainty_score":0.002529263,"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."}}