{"id":"W4313637295","doi":"10.1097/mpa.0000000000002127","title":"Early Single-Center Experience With Irreversible Electroporation for Stage 2, 3, and 4 Pancreatic Adenocarcinomas","year":2022,"lang":"en","type":"article","venue":"Pancreas","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Cancer Agency; Saskatchewan Health Authority","funders":"","keywords":"Irreversible electroporation; Medicine; Stage (stratigraphy); Single Center; Pancreatic cancer; Pancreaticoduodenectomy; Surgery; Ablation; Adenocarcinoma; Internal medicine; Pancreas; Gastroenterology; Cancer; Electroporation","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":[0.0001396649,0.00009581442,0.0000987239,0.00003147042,0.0001787999,0.00002583926,0.00007966324,0.00003052067,0.00006557492],"category_scores_gemma":[0.00004346466,0.00009450993,0.00002477907,0.00008499479,0.00004214566,0.000008135284,0.00006306141,0.00005449752,6.936961e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003487029,"about_ca_system_score_gemma":0.00004067272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005186115,"about_ca_topic_score_gemma":0.000008804626,"domain_scores_codex":[0.9992875,0.00009383982,0.0001010909,0.0002687902,0.00008322837,0.0001655094],"domain_scores_gemma":[0.999642,0.0000166083,0.00007584701,0.0001717625,0.00004962231,0.00004421894],"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":[0.0004283728,0.00005493402,0.02207151,0.00001426855,0.00002194235,0.000001103838,0.0002169057,0.000009855508,0.9762354,0.0001902439,0.000505405,0.0002499911],"study_design_scores_gemma":[0.002193816,0.002722819,0.01229224,0.000007892001,0.00004359891,0.00008866317,0.001012622,0.00009687182,0.8741529,0.00008692209,0.1069086,0.0003930124],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797967,0.0001711343,0.01913414,0.00006040967,0.00003090117,0.0003458752,0.00003424553,0.00001103093,0.0004155452],"genre_scores_gemma":[0.9883177,0.000009881767,0.00918701,0.0001941309,0.00005922243,0.0001711742,0.0001619599,0.00001967729,0.001879219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1064032,"threshold_uncertainty_score":0.3854003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0212957299799517,"score_gpt":0.2605897455905407,"score_spread":0.239294015610589,"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."}}