{"id":"W4391616926","doi":"10.1016/j.scrs.2024.101005","title":"The evolution of natural orifice transluminal endoscopic surgery (NOTES) in colon & rectal surgery","year":2024,"lang":"en","type":"article","venue":"Seminars in Colon and Rectal Surgery","topic":"Colorectal Cancer Surgical Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Colorectal surgery; Natural orifice transluminal endoscopic surgery; Total mesorectal excision; Medicine; Surgery; Invasive surgery; General surgery; Laparoscopy; Colorectal cancer; Abdominal surgery; Internal 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":[0.003721014,0.0002052627,0.0002028919,0.002277332,0.0009664545,0.002973722,0.0009041487,0.00141089,0.006800133],"category_scores_gemma":[0.01352469,0.0002623426,0.0003335795,0.00196194,0.002127956,0.001801111,0.001320754,0.002184969,0.0009355654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007330467,"about_ca_system_score_gemma":0.004738267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01607206,"about_ca_topic_score_gemma":0.02324778,"domain_scores_codex":[0.9981054,0.0006237479,0.0001664211,0.000334066,0.0003984226,0.0003718504],"domain_scores_gemma":[0.9919966,0.002300176,0.001323541,0.0002935051,0.002314593,0.001771619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001292665,0.0008022734,0.3193139,0.0008727586,0.0001542556,0.002260528,0.007436744,0.002767278,0.004655884,0.09583696,0.01930765,0.5452992],"study_design_scores_gemma":[0.00004988625,0.0008260559,0.7225981,0.001490413,0.00005986715,0.008432893,0.009295546,0.002482713,0.002143976,0.009902019,0.2426122,0.0001062863],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7723417,0.06342226,0.005313242,0.05654433,0.00162011,0.00009204019,0.0009606645,0.000124788,0.09958094],"genre_scores_gemma":[0.9624956,0.02283609,0.003001569,0.003523791,0.001153347,0.00003093304,0.0003292762,0.00008403588,0.006545312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607206,"threshold_uncertainty_score":0.05318648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027545923760712,"score_gpt":0.2862823438794569,"score_spread":0.2660068846418498,"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."}}