{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005343893,0.0001333426,0.0007886419,0.0003367002,0.00002826673,0.00002211496,0.00007925113,0.00007469928,0.0001811009],"category_scores_gemma":[0.0002509512,0.0001278519,0.0004938869,0.0004932358,0.00002188447,0.0001557486,0.0000172262,0.0002586704,0.000002625659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192547,"about_ca_system_score_gemma":0.0001978711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009452287,"about_ca_topic_score_gemma":0.00006729766,"domain_scores_codex":[0.998518,0.00007712011,0.0005758345,0.0001726505,0.0003648619,0.0002914691],"domain_scores_gemma":[0.9992108,0.0001805295,0.0001569958,0.00009518578,0.00009021298,0.0002662782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006021516,0.0005865992,0.8952376,0.0000193177,0.0003287628,0.004969622,0.0003651133,0.000003100629,0.0001107529,0.000001000156,0.0009252366,0.09685076],"study_design_scores_gemma":[0.0016372,0.0001236751,0.9944319,0.0007133039,0.00005808985,0.001900007,0.0000682703,0.000006183128,0.0001906316,0.00001296192,0.0007288692,0.0001289519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905833,0.005574812,0.00005109622,0.0001639655,0.0006607487,0.0001976821,0.000004423107,0.00001710557,0.002746864],"genre_scores_gemma":[0.9957155,0.0009086526,0.002409934,0.0005698557,0.0001210478,0.0000286947,0.000001603137,0.00003148034,0.0002132117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09919427,"threshold_uncertainty_score":0.5213648,"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."}}