{"id":"W2105185722","doi":"10.1002/bjs.7560","title":"Outcomes following a limited approach to radiotherapy in rectal cancer","year":2011,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Radiation therapy; Colorectal cancer; Total mesorectal excision; Surgery; Stage (stratigraphy); Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003792771,0.0001558619,0.0002674112,0.0003237061,0.0003468794,0.0003738156,0.0002655177,0.0003471771,0.001468385],"category_scores_gemma":[0.003231211,0.0001171648,0.0002595945,0.0004217057,0.0005895211,0.0002561471,0.0008034988,0.0004000146,0.0002078401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007005946,"about_ca_system_score_gemma":0.000376588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009980586,"about_ca_topic_score_gemma":0.003616188,"domain_scores_codex":[0.9996351,0.0001034407,0.00004040177,0.00005003862,0.00007271778,0.0000983605],"domain_scores_gemma":[0.9975609,0.000408683,0.001297975,0.0001010105,0.00008343147,0.0005479729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002766571,0.0002850769,0.9349919,0.0003209411,0.0001958236,0.007121241,0.0006964901,0.002214768,0.004787525,0.0001073376,0.0006158567,0.04589651],"study_design_scores_gemma":[0.00005179776,0.002738445,0.9789376,0.00007937814,0.00006183084,0.01596771,0.000376164,0.0003370797,0.0006217305,0.0001767139,0.0006336467,0.00001796895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984652,0.0009397829,0.0000892086,0.00008754274,0.000007368874,0.000004140689,0.00003662367,0.0000036043,0.0003665634],"genre_scores_gemma":[0.9994528,0.0002418942,0.00006310728,0.00003264693,0.00001210168,0.000004884052,0.00009030679,0.000001815027,0.0001003235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001468385,"threshold_uncertainty_score":0.005083203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09300698664917041,"score_gpt":0.3084986829686638,"score_spread":0.2154916963194934,"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."}}