{"id":"W4415613941","doi":"10.1177/00031348251393930","title":"Incidence and Outcomes of Metastatic Patterns of Pancreatic Ductal Adenocarcinoma","year":2025,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Incidence (geometry); Lymph; Lung; Metastasis; Stage (stratigraphy); Adenocarcinoma; Prostate; Survival rate","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":[0.0005704138,0.000167923,0.0002513044,0.0009090386,0.000255673,0.0005486183,0.0002906085,0.0001680689,0.001495165],"category_scores_gemma":[0.003683916,0.0001131421,0.000380416,0.001685616,0.0002330541,0.0004114502,0.0005859455,0.0002791902,0.0001711972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003923645,"about_ca_system_score_gemma":0.0003647422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003105724,"about_ca_topic_score_gemma":0.003990782,"domain_scores_codex":[0.9993911,0.0001170493,0.0001022029,0.0001492815,0.0001655779,0.00007479134],"domain_scores_gemma":[0.9974208,0.0003941267,0.001483676,0.0001360769,0.0003033483,0.0002619991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004302812,0.000004542368,0.9977852,0.000013773,0.00002777032,0.00009404061,0.00001462006,0.00007884845,0.00007442496,0.00002013278,0.00007997832,0.001763663],"study_design_scores_gemma":[0.000003197673,0.00003591273,0.9979807,0.00001214159,0.00001803761,0.001177184,0.0001065349,0.0002491051,0.00006344783,0.00008172145,0.0002688382,0.000003223226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959823,0.0006317738,0.0002064685,0.00006115124,0.000004698281,0.00001105832,0.002299428,0.000009119145,0.0007939988],"genre_scores_gemma":[0.9981369,0.0002596734,0.0001196007,0.000007596186,0.000008375223,0.000007629918,0.001392258,0.000001864813,0.00006611818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003105724,"threshold_uncertainty_score":0.00617528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02235810402003863,"score_gpt":0.3446782855512798,"score_spread":0.3223201815312411,"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."}}