{"id":"W4404592832","doi":"10.3390/cancers16233894","title":"Effectiveness and Safety of Irreversible Electroporation When Used for the Ablation of Stage 3 Pancreatic Adenocarcinoma: Initial Results from the DIRECT Registry Study","year":2024,"lang":"en","type":"article","venue":"Cancers","topic":"Microbial Inactivation Methods","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Angiodynamics; University of Texas Rio Grande Valley; University of South Florida","keywords":"Irreversible electroporation; Stage (stratigraphy); Ablation; Medicine; Adenocarcinoma; Internal medicine; Oncology; Electroporation; Cancer; Biology","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":[0.00628549,0.0004244342,0.0008065803,0.0003573401,0.0002602135,0.0007736791,0.0004555788,0.0004901021,0.001597815],"category_scores_gemma":[0.00679946,0.0001959407,0.001326423,0.0004947421,0.0005165167,0.0005119313,0.000640068,0.0007744377,0.0004435763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005891948,"about_ca_system_score_gemma":0.0007858718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005995504,"about_ca_topic_score_gemma":0.0012114,"domain_scores_codex":[0.9945455,0.003887407,0.0002997432,0.0005262406,0.00059247,0.0001487015],"domain_scores_gemma":[0.9892561,0.003834912,0.004243306,0.001474498,0.0007178356,0.0004733018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1894037,0.01450298,0.5880994,0.001270977,0.004723866,0.0003140572,0.0005377378,0.002078605,0.0181098,0.0002967452,0.003191728,0.1774703],"study_design_scores_gemma":[0.03759025,0.3098423,0.5950614,0.0002591919,0.007372847,0.002668922,0.0006303056,0.003129878,0.03164707,0.0002804362,0.01139218,0.0001252676],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953596,0.001607026,0.0005922432,0.00008255991,0.0000161221,0.0001631708,0.0009141261,0.00002848926,0.001236629],"genre_scores_gemma":[0.9957548,0.001086127,0.0008819794,0.0000961388,0.00003788079,0.0001851115,0.001578253,0.00001738164,0.0003622732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00628549,"threshold_uncertainty_score":0.03324121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02387920399325821,"score_gpt":0.3181958235866372,"score_spread":0.294316619593379,"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."}}