{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008888303,0.0002780156,0.000278275,0.0002396215,0.0003777582,0.0003826018,0.0002633809,0.0002086303,0.001421549],"category_scores_gemma":[0.001512163,0.0001247999,0.0006398052,0.000265267,0.0002566399,0.00032808,0.0005004038,0.0003936007,0.0002719341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000355148,"about_ca_system_score_gemma":0.0002387936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004168963,"about_ca_topic_score_gemma":0.001260082,"domain_scores_codex":[0.9996791,0.0001152163,0.00002853919,0.0000625539,0.00005073175,0.00006395901],"domain_scores_gemma":[0.9993777,0.0001742967,0.0001378453,0.00008253365,0.00004876452,0.0001790027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003918244,0.003783386,0.7216644,0.0002086855,0.0005386347,0.007216709,0.001113076,0.002800202,0.01931073,0.0002577913,0.00153452,0.2376536],"study_design_scores_gemma":[0.001223909,0.03458828,0.8579364,0.0001225025,0.0005173455,0.06027919,0.001036142,0.005866289,0.02775736,0.0004167364,0.01017047,0.0000854691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961888,0.0007648747,0.002011862,0.00006979387,0.000008572704,0.00004702378,0.00002416231,0.00002924363,0.0008556679],"genre_scores_gemma":[0.9980007,0.0003788049,0.001071519,0.00007749809,0.00001752943,0.00002238602,0.0001034415,0.00001233485,0.0003158861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001421549,"threshold_uncertainty_score":0.004755557,"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."}}