{"id":"W4415701569","doi":"10.1002/jso.70116","title":"Organ Preserving or Radical Surgery? A Systematic Review and Meta‐Analysis of Transanal Local Excision Versus Total Mesorectal Excision After Neoadjuvant Therapy for Rectal Cancer","year":2025,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Total mesorectal excision; Colorectal cancer; Neoadjuvant therapy; Rectum; MEDLINE","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":[0.01009094,0.001864249,0.0188849,0.00444811,0.0006232933,0.003222602,0.002059143,0.002335948,0.004485733],"category_scores_gemma":[0.02357023,0.001220246,0.02832506,0.005447791,0.000767804,0.002089183,0.001250041,0.002052022,0.0003207906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00232796,"about_ca_system_score_gemma":0.003008499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005512227,"about_ca_topic_score_gemma":0.01408083,"domain_scores_codex":[0.9923983,0.003817285,0.002191996,0.0007224819,0.0006459109,0.0002239349],"domain_scores_gemma":[0.9849448,0.01089839,0.002748179,0.0003224373,0.000809997,0.0002761144],"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":[0.002910645,0.00003247977,0.001999288,0.5084382,0.4736736,0.0001022655,0.0001181701,0.0002530981,0.0001609755,0.0001414006,0.0004731643,0.01169668],"study_design_scores_gemma":[0.001147622,0.000329543,0.002801799,0.04993341,0.9430512,0.00007863661,0.000088849,0.0001411659,0.0000788356,0.0002597907,0.002061842,0.00002728529],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003558442,0.9952741,0.0002409398,0.0001905093,0.0001372963,0.0001930381,0.000220324,0.00001147403,0.0001739851],"genre_scores_gemma":[0.1604187,0.8347361,0.001413104,0.001220754,0.0002972568,0.001047196,0.0004872909,0.00002771268,0.0003519491],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0188849,"threshold_uncertainty_score":0.05336666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1129195705791235,"score_gpt":0.4377471303631576,"score_spread":0.3248275597840341,"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."}}