{"id":"W4410593788","doi":"10.1055/a-2589-1411","title":"Ischemic treatment of the duodenal windsock web using the ultra-thin endoscope, with modified detachable snares","year":2025,"lang":"en","type":"article","venue":"Endoscopy","topic":"Esophageal and GI Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Endoscope; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009522831,0.0001923647,0.0003502115,0.00006049312,0.0001731044,0.00001094322,0.0001722222,0.00008261643,0.00006193044],"category_scores_gemma":[0.00004160508,0.00008626541,0.000114702,0.0003186707,0.0002799139,0.00003843653,0.00003030746,0.0001729129,0.000005844463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008015255,"about_ca_system_score_gemma":0.0003222579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001631611,"about_ca_topic_score_gemma":0.00003400376,"domain_scores_codex":[0.9989707,0.00009196236,0.000233623,0.0002413729,0.0001910187,0.0002712558],"domain_scores_gemma":[0.9991263,0.0001516099,0.0001045873,0.0005117184,0.00005892676,0.00004690803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001065143,0.0005543794,0.1471847,0.0001374292,0.000428385,0.000100922,0.001332651,0.0008486481,0.8440106,0.001331198,0.002433927,0.0005720168],"study_design_scores_gemma":[0.004136517,0.0007268467,0.005880654,0.0002480358,0.0004440302,0.00008037117,0.0003684029,0.001127363,0.9841404,0.00009243167,0.002655273,0.00009968563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831378,0.002044664,0.0004552533,0.001251222,0.0002663964,0.0005868013,0.0000180017,0.00003187053,0.01220799],"genre_scores_gemma":[0.9912146,0.00007284745,0.001536946,0.000421918,0.0001092359,0.00003819783,0.000005640009,0.00001625904,0.006584368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.141304,"threshold_uncertainty_score":0.3517801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202935280623929,"score_gpt":0.2919323731205329,"score_spread":0.27163884505814,"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."}}