{"id":"W4414802950","doi":"10.1016/j.hpb.2025.07.141","title":"Short-term Post-operative Outcomes after Surgery for Entero-pancreatic Neuroendocrine Tumors (NETs): A Population-based Analysis","year":2025,"lang":"en","type":"article","venue":"HPB","topic":"Neuroendocrine Tumor Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre; Cancer Care Ontario; Ontario Institute for Cancer Research; University of Toronto","funders":"","keywords":"Neuroendocrine tumors; Resection; MEDLINE; Surgical procedures","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009829926,0.0003176218,0.00097691,0.001093133,0.0001101968,0.0000632829,0.0001376158,0.000007937338,0.00026319],"category_scores_gemma":[0.0009847848,0.0002569068,0.0006420687,0.0009279379,0.00006921304,0.000151921,0.00006489245,0.000199184,0.0000150706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155178,"about_ca_system_score_gemma":0.0001611339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001773445,"about_ca_topic_score_gemma":0.0003437062,"domain_scores_codex":[0.9976982,0.0001306981,0.0005752681,0.0005813909,0.0004096773,0.0006047564],"domain_scores_gemma":[0.9977947,0.001067371,0.00007296031,0.0005962925,0.0002605141,0.0002081105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009900752,0.0002030975,0.993919,0.0002335888,0.0005098043,0.001596422,0.00001202785,0.00009038048,0.0003117074,0.00001754972,0.0004886774,0.00162764],"study_design_scores_gemma":[0.0009650986,0.0001793,0.9928955,0.0001181429,0.0008181672,0.00005298489,0.00003233735,0.00323256,0.0009738991,0.00001442368,0.0005409119,0.0001766132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936022,0.0001665169,0.001170499,0.003332606,0.000150452,0.001246964,0.0001176788,0.0001264938,0.0000866002],"genre_scores_gemma":[0.9913728,0.00001429036,0.0009884438,0.002956229,0.00004248301,0.0007315723,0.0004196195,0.00003935874,0.003435227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003348626,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01900369988254613,"score_gpt":0.3479126996131847,"score_spread":0.3289089997306386,"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."}}