{"id":"W4414407516","doi":"10.1002/ueg2.70118","title":"Perineural Invasion in Pancreatic Ductal Adenocarcinoma: Recapitulating Its Importance and Defining Future Directions","year":2025,"lang":"en","type":"review","venue":"United European Gastroenterology Journal","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"Amsterdam University Medical Centers","keywords":"Perineural invasion; Pancreatic ductal adenocarcinoma; Infiltration (HVAC); Biomarker; Pancreatic cancer; Adenocarcinoma","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":[0.0009074364,0.0006170533,0.001415088,0.002332284,0.0001987989,0.001161923,0.0007953399,0.0009995793,0.001904316],"category_scores_gemma":[0.001103305,0.0002660582,0.0005225716,0.002774842,0.0005410489,0.001812659,0.0007885468,0.001549832,0.0008209861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005693251,"about_ca_system_score_gemma":0.001581127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001490624,"about_ca_topic_score_gemma":0.002430216,"domain_scores_codex":[0.9998009,0.00003956565,0.00004018335,0.00003555698,0.00006516221,0.00001871008],"domain_scores_gemma":[0.9994498,0.0002767887,0.00009577903,0.0000150152,0.0001239644,0.00003869358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001152747,0.00003759743,0.0003480742,0.03548652,0.0001534672,0.0002274372,0.0001027834,0.0003887262,0.0009783652,0.004357003,0.01804301,0.9397617],"study_design_scores_gemma":[0.00003265571,0.0001819252,0.002326345,0.02265081,0.0004277745,0.003011317,0.0002307573,0.0002107962,0.0004414802,0.003604779,0.9668346,0.00004679561],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000580297,0.9994578,0.0000317364,0.0002023721,0.00007484299,0.00000123204,0.000005980542,0.000001630744,0.0001665227],"genre_scores_gemma":[0.0003533236,0.9993261,0.00005299525,0.0001044575,0.00007928664,0.000001543339,0.000009130855,4.461864e-7,0.00007272747],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002332284,"threshold_uncertainty_score":0.006370544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04192007648962087,"score_gpt":0.3325405712898578,"score_spread":0.2906204948002369,"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."}}