{"id":"W4410303357","doi":"10.1245/s10434-025-17425-3","title":"Laparoscopic Pancreas-Preserving Duodenal Resection for Duodenal Gist","year":2025,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Gastrointestinal Tumor Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Surgical oncology; GiST; Pancreas; Duodenum; General surgery; Laparoscopy; Resection; Radiology; Internal medicine; Surgery","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":[0.0001472331,0.0005935873,0.0005308411,0.0006611159,0.0008079346,0.000769496,0.0002428906,0.0005517513,0.001405145],"category_scores_gemma":[0.000339345,0.0002111335,0.000908022,0.0004896529,0.0004741532,0.0008623325,0.0006662364,0.001122342,0.000352783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004433993,"about_ca_system_score_gemma":0.0003397639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004325255,"about_ca_topic_score_gemma":0.001188264,"domain_scores_codex":[0.999922,0.000006890531,0.000009756038,0.00001511848,0.0000112205,0.00003497702],"domain_scores_gemma":[0.9998641,0.0000259729,0.0000133835,0.00001408511,0.000004393741,0.00007808491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.009163739,0.0008315321,0.1308143,0.001096316,0.0007147046,0.4234265,0.0006751381,0.004980661,0.1182645,0.001902486,0.004627973,0.3035022],"study_design_scores_gemma":[0.0006963214,0.003332896,0.1541893,0.00009905113,0.0003668289,0.8082314,0.0006451508,0.00473885,0.01338915,0.0018386,0.01238998,0.00008243719],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732962,0.006000393,0.009429282,0.001858532,0.0003232966,0.00004733975,0.0002509308,0.0002769126,0.008517223],"genre_scores_gemma":[0.9948658,0.001063083,0.002383204,0.0002902909,0.0003366865,0.00001277795,0.0002173492,0.00001957218,0.0008112387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001405145,"threshold_uncertainty_score":0.00470072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09803160879757913,"score_gpt":0.4486392459554084,"score_spread":0.3506076371578293,"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."}}