{"id":"W2104767335","doi":"10.1155/2015/523273","title":"Preoperative Diagnostic Angiogram and Endovascular Aortic Stent Placement for Appleby Resection Candidates: A Novel Surgical Technique in the Management of Locally Advanced Pancreatic Cancer","year":2015,"lang":"en","type":"article","venue":"HPB Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Collateral circulation; Radiology; Pancreatic cancer; Stent; Adenocarcinoma; Collateral damage; Cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001806831,0.000148783,0.0005651211,0.0001710923,0.00004906461,0.00001126072,0.00006599646,0.00007855039,0.00002009345],"category_scores_gemma":[0.0003341933,0.00009823417,0.0001102762,0.0003301105,0.0001382638,0.00004859917,0.00004678384,0.0001331016,0.000001215332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888357,"about_ca_system_score_gemma":0.000272708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005408223,"about_ca_topic_score_gemma":0.0001561527,"domain_scores_codex":[0.9984286,0.0001474247,0.0004181123,0.0002738903,0.0004028557,0.0003290712],"domain_scores_gemma":[0.9977186,0.001644953,0.00008897313,0.0002553125,0.0001692118,0.0001229539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00550255,0.00172407,0.9647889,0.002522232,0.00143697,0.0004076749,0.002031992,0.0002821758,0.0005241621,0.0003407773,0.001794469,0.01864401],"study_design_scores_gemma":[0.04002638,0.007271866,0.8655199,0.01123088,0.004865169,0.0008671205,0.01984329,0.029909,0.005277413,0.000541991,0.01333147,0.001315473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980199,0.002696242,0.01150301,0.0003911774,0.00006111908,0.004767193,0.00002433015,0.0000193609,0.0003385447],"genre_scores_gemma":[0.9872327,0.002287555,0.002833231,0.00006640562,0.00004374938,0.007296024,0.00004591066,0.00001649342,0.0001779605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09926897,"threshold_uncertainty_score":0.4005873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04544345778419463,"score_gpt":0.3471374782748272,"score_spread":0.3016940204906325,"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."}}