{"id":"W4396847506","doi":"10.1016/j.ctrv.2024.102753","title":"Oncological outcomes of local excision versus radical surgery for early rectal cancer in the context of staging and surveillance: A systematic review and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Cancer Treatment Reviews","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Health and Social Care; National Institute for Health and Care Research","keywords":"Medicine; Meta-analysis; Context (archaeology); Relative risk; Colorectal cancer; MEDLINE; Surgery; Internal medicine; Cancer; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.001912958,0.0008644894,0.02260194,0.0003316984,0.00003924712,0.00002388344,0.0001694744,0.0002400717,0.0001658326],"category_scores_gemma":[0.0003304744,0.0003497404,0.005392753,0.001266489,0.0002745109,0.00004616097,0.00007127158,0.0002506727,0.000002654732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001000239,"about_ca_system_score_gemma":0.0004502043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006454522,"about_ca_topic_score_gemma":0.0006552985,"domain_scores_codex":[0.9943413,0.001339441,0.002680891,0.0008567129,0.0004375665,0.0003441383],"domain_scores_gemma":[0.9934447,0.004316171,0.001300019,0.0006797248,0.0001035754,0.0001557456],"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":[0.0001504993,0.0001998171,0.0006665738,0.6816417,0.09825631,0.0000490969,0.0001062909,1.033022e-7,1.501286e-8,0.00001047144,0.0001474532,0.2187717],"study_design_scores_gemma":[0.0009638996,0.0007007444,0.0002046107,0.07383859,0.8407671,0.00001906363,0.0000355075,0.00000328878,2.821776e-7,0.000002755459,0.08319095,0.000273136],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000119345,0.9857547,0.000008645844,0.0003925025,0.0001256333,0.01272229,0.0008322484,0.00001385078,0.00003075616],"genre_scores_gemma":[0.001745808,0.9801669,0.00003300358,0.0001354263,0.00002911151,0.01760885,0.00008682753,0.00004146497,0.0001525899],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7425109,"threshold_uncertainty_score":0.9998955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2657512587046783,"score_gpt":0.4697405175223402,"score_spread":0.2039892588176619,"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."}}