{"id":"W4210359092","doi":"10.4103/eus-d-21-00111","title":"Differential EUS findings in focal type 1 autoimmune pancreatitis and pancreatic cancer","year":2022,"lang":"en","type":"article","venue":"Endoscopic Ultrasound","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Differential diagnosis; Autoimmune pancreatitis; Pancreatic cancer; Pancreatitis; Differential (mechanical device); CA19-9; Differential effects","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005848596,0.0001601372,0.0003275265,0.0001135561,0.0001848157,0.00002320441,0.00007584882,0.00005319932,0.005466097],"category_scores_gemma":[0.0001093343,0.0001520959,0.00004756223,0.0002236034,0.00008549124,0.00006565725,0.00005828213,0.0003162751,0.00001575097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001806931,"about_ca_system_score_gemma":0.0001514332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000607519,"about_ca_topic_score_gemma":0.00006045547,"domain_scores_codex":[0.99889,0.00007176934,0.0002532915,0.0002584616,0.0002371635,0.0002893324],"domain_scores_gemma":[0.9995124,0.0001431688,0.00004464995,0.000178227,0.00001934324,0.0001022126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002070336,0.000156889,0.9441329,0.0001010994,0.0001086035,0.0001692223,0.001111404,0.00001450179,0.05230125,0.0003899986,0.0007119958,0.0005951365],"study_design_scores_gemma":[0.002618361,0.000320213,0.9908925,0.0001291848,0.0001905473,0.000110681,0.000392906,0.0000598464,0.00175495,0.0001268687,0.003243301,0.0001606885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953894,0.00201371,0.000006610437,0.0001118376,0.000432205,0.0003033114,0.00003897861,0.00006424649,0.001639698],"genre_scores_gemma":[0.996425,0.0004667754,0.00003946725,0.000158726,0.0000920882,0.0001149487,0.00007717817,0.00002529267,0.002600504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05054631,"threshold_uncertainty_score":0.995443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009503779482173421,"score_gpt":0.25245768747008,"score_spread":0.2429539079879066,"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."}}