{"id":"W2472792183","doi":"","title":"Canadian Association of General Surgeons Evidence Based Reviews in Surgery. 5. Need for preoperative radiation in rectal cancer. Preoperative radiotherapy combined with total mesorectal excision for resectable rectal cancer.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Total mesorectal excision; Colorectal cancer; Radiation therapy; Radiology; Surgery; Cancer; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02112998,0.001726808,0.0056344,0.01175344,0.001864664,0.005962948,0.004155409,0.006477953,0.02514258],"category_scores_gemma":[0.07018197,0.001403477,0.005593637,0.01482511,0.001392986,0.002249296,0.002169976,0.005643635,0.005152513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01758074,"about_ca_system_score_gemma":0.07790989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1098812,"about_ca_topic_score_gemma":0.2401319,"domain_scores_codex":[0.9733185,0.008163594,0.007647048,0.0009804771,0.009102548,0.0007877405],"domain_scores_gemma":[0.891117,0.02606419,0.03252847,0.001996994,0.04307901,0.005214376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005470475,0.00009244381,0.00146748,0.1974994,0.001977654,0.0001066244,0.00009802218,0.0002106168,0.0002356866,0.002245525,0.5970728,0.1984467],"study_design_scores_gemma":[0.002069152,0.000199912,0.01272606,0.2672149,0.004374749,0.0001829644,0.0001131466,0.0001558622,0.0001171504,0.002251891,0.7105089,0.00008524699],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004190525,0.8780289,0.0005018744,0.06244968,0.02398861,0.002218846,0.009543955,0.0001495966,0.02269942],"genre_scores_gemma":[0.009445052,0.8998516,0.01016888,0.04919283,0.01015354,0.004383956,0.007740489,0.0001127383,0.008951004],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1098812,"threshold_uncertainty_score":0.2184832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0456978730843377,"score_gpt":0.3057539619536853,"score_spread":0.2600560888693476,"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."}}