{"id":"W4410515304","doi":"10.1002/gin2.70028","title":"EAES Rapid Recommendation Update Protocol: TaTME for Rectal Cancer – With ESCP and ESGAR Participation","year":2025,"lang":"en","type":"article","venue":"Clinical and Public Health Guidelines","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"European Association for Endoscopic Surgery and other Interventional Techniques; European Society of Coloproctology","keywords":"Medicine; Colorectal cancer; Protocol (science); Cancer; Internal medicine; Pathology; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05131203,0.001889112,0.005395568,0.005950347,0.001694694,0.005451477,0.005191079,0.008443978,0.09378368],"category_scores_gemma":[0.1608863,0.002335821,0.01206349,0.007261516,0.001167821,0.005669306,0.005674566,0.006214904,0.02273476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007380532,"about_ca_system_score_gemma":0.03442689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01154674,"about_ca_topic_score_gemma":0.02367144,"domain_scores_codex":[0.9573313,0.02209528,0.01230482,0.001745591,0.00508966,0.001433381],"domain_scores_gemma":[0.9101869,0.03395662,0.01479456,0.004652837,0.03369396,0.002715155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001676753,0.000130412,0.0008661255,0.2585862,0.002288933,0.0001066074,0.0006088833,0.0006365173,0.0002900448,0.003745936,0.6471164,0.08394731],"study_design_scores_gemma":[0.0145334,0.0003443847,0.005643672,0.3341023,0.004057706,0.0001376923,0.0005267217,0.0006329779,0.0003499939,0.00789468,0.6315354,0.0002411831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.002184343,0.02208234,0.01150337,0.05509868,0.009110466,0.5656327,0.2821442,0.001693298,0.05055048],"genre_scores_gemma":[0.006778905,0.01998121,0.0426922,0.02077086,0.0009829218,0.829155,0.06334045,0.0003708447,0.01592751],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09378368,"threshold_uncertainty_score":0.3137376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3150507492019171,"score_gpt":0.567389875621783,"score_spread":0.2523391264198659,"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."}}