{"id":"W4280492246","doi":"10.3390/curroncol29050297","title":"Neoadjuvant Short-Course Radiotherapy Followed by Consolidation Chemotherapy before Surgery for Treating Locally Advanced Rectal Cancer: A Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Current Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiation therapy; Cochrane Library; Chemotherapy; Chemoradiotherapy; Meta-analysis; Colorectal cancer; Subgroup analysis; Neoadjuvant therapy; Surgery; Oncology; MEDLINE; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.006131277,0.002059974,0.01513251,0.003692013,0.0004953517,0.002163138,0.001546836,0.001615481,0.003157791],"category_scores_gemma":[0.01331302,0.001170067,0.02868179,0.004827515,0.0004846268,0.001372357,0.0009319898,0.001402888,0.000292886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951246,"about_ca_system_score_gemma":0.002870188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006402902,"about_ca_topic_score_gemma":0.01652149,"domain_scores_codex":[0.9963833,0.001543891,0.001130904,0.0003885967,0.0004111443,0.000142242],"domain_scores_gemma":[0.9936832,0.004423117,0.001071454,0.0001767503,0.0005264033,0.0001190261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002554628,0.00003942294,0.001968312,0.5116588,0.4684328,0.0001131613,0.00007697319,0.000491828,0.000336315,0.0001102823,0.0006070245,0.01361055],"study_design_scores_gemma":[0.0006449124,0.0002714151,0.002590151,0.02617396,0.9681436,0.00008102073,0.00003603642,0.0001357174,0.0001137494,0.0001207503,0.001668272,0.00002032666],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00450387,0.9941445,0.0003357231,0.0001217282,0.0001123923,0.0002246196,0.00034054,0.00001641359,0.000200281],"genre_scores_gemma":[0.1123744,0.8831382,0.00153622,0.0008326613,0.0001925033,0.0008555232,0.0007056209,0.00002415194,0.0003407929],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01513251,"threshold_uncertainty_score":0.0324257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1806902329648736,"score_gpt":0.4785927754131139,"score_spread":0.2979025424482403,"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."}}