{"id":"W1504070597","doi":"10.1002/bjs.9222","title":"Planned<i>versus</i>unplanned portal vein resections during pancreaticoduodenectomy for adenocarcinoma","year":2013,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Pancreaticoduodenectomy; Portal vein; Adenocarcinoma; Surgery; Vein; Resection margin; Resection; Internal medicine; Cancer","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":[0.0007777463,0.0001407914,0.0009110849,0.0003291064,0.0002324069,0.00007910133,0.0001105827,0.0001520462,0.0008837472],"category_scores_gemma":[0.001678136,0.0001446929,0.000377629,0.0002136472,0.0001185974,0.0003115482,0.00003015693,0.0004162494,0.00003685247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001097915,"about_ca_system_score_gemma":0.0005623865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002759897,"about_ca_topic_score_gemma":0.00004341118,"domain_scores_codex":[0.9979803,0.00009451776,0.0007853506,0.0001888222,0.0004425531,0.0005084813],"domain_scores_gemma":[0.9971449,0.001336058,0.0003128011,0.0001644429,0.0006436232,0.000398156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003216617,0.0004073165,0.8673347,0.0002826135,0.0006716928,0.004022123,0.0000832834,0.000003096469,0.001900073,0.00001648637,0.11793,0.004131943],"study_design_scores_gemma":[0.00432194,0.0006767129,0.9694111,0.000756502,0.0002899152,0.02193029,0.0005144707,0.00007119917,0.0006791447,0.000114926,0.001070837,0.0001629081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992939,0.003127419,0.0001183106,0.0008752088,0.0005427327,0.0004253762,0.00002817206,0.00002506313,0.001918705],"genre_scores_gemma":[0.9944121,0.001059945,0.00123279,0.00008931185,0.0009787518,0.00006699524,0.00002747688,0.00003527581,0.002097329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1168592,"threshold_uncertainty_score":0.9676412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05717742643280888,"score_gpt":0.3109393865683494,"score_spread":0.2537619601355405,"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."}}