{"id":"W4412523926","doi":"10.1245/s10434-025-17898-2","title":"ASO Visual Abstract: The APROVE (Anti-coagulation/Platelet Treatment in Pancreatic Resections Involving Vascular Reconstruction) Study: Results from a Worldwide Survey","year":2025,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Surgical oncology; General surgery; Coagulation; 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":[0.001272037,0.0004436955,0.0004424829,0.001543358,0.000216555,0.0009698985,0.000313274,0.0005513558,0.003636027],"category_scores_gemma":[0.002802272,0.0001998648,0.0008018803,0.002536463,0.000209366,0.000581477,0.0008475355,0.0004373565,0.0009421266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001698595,"about_ca_system_score_gemma":0.0004577185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002175749,"about_ca_topic_score_gemma":0.002765208,"domain_scores_codex":[0.9991446,0.0002933133,0.0001557869,0.0001453645,0.0001572314,0.0001037488],"domain_scores_gemma":[0.9966711,0.0006271504,0.001671575,0.0001727442,0.0004243014,0.0004331509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008678302,0.0001460841,0.9905401,0.000175703,0.0004949083,0.00005579918,0.00008193575,0.00003702811,0.00023965,0.00002132169,0.001826786,0.005512747],"study_design_scores_gemma":[0.0001649977,0.0003533001,0.9961921,0.00008599176,0.0004342726,0.0001540603,0.0004132947,0.00004996748,0.0001189585,0.00001885937,0.002005153,0.000009078785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970336,0.002748603,0.0002634252,0.0004590937,0.00007755234,0.0001062513,0.02242606,0.00001575758,0.003567362],"genre_scores_gemma":[0.9793412,0.001954825,0.0002332876,0.0006001056,0.0001732706,0.0001304306,0.015845,0.00001790633,0.001703931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003636027,"threshold_uncertainty_score":0.01216376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1078384961121147,"score_gpt":0.4268454993650222,"score_spread":0.3190070032529075,"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."}}