{"id":"W4415742675","doi":"10.1016/j.pan.2025.07.356","title":"DNA and RNA extraction for molecular analyses from EUS-acquired pancreatic neoplasia samples employing different needles: a cohort of more than 300 cases","year":2025,"lang":"en","type":"article","venue":"Pancreatology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"RNA; DNA; Cohort; Extraction (chemistry); RNA extraction","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":[0.0009090287,0.0003533042,0.0004352421,0.001795637,0.0007952626,0.001099969,0.0004331384,0.0004836224,0.0015241],"category_scores_gemma":[0.002510766,0.0003590841,0.0003786854,0.001301186,0.0007277105,0.0004389143,0.0007108959,0.0002760631,0.0005505447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571508,"about_ca_system_score_gemma":0.0003539835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009837713,"about_ca_topic_score_gemma":0.001489839,"domain_scores_codex":[0.9987699,0.0001322807,0.0001935082,0.0003788317,0.0003713652,0.0001540463],"domain_scores_gemma":[0.9990805,0.0002732408,0.0001784772,0.0001959461,0.0001808449,0.00009099524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004821816,0.0001363088,0.9270062,0.0001387599,0.0001146234,0.005453224,0.001358623,0.0001251628,0.04883539,0.0001397121,0.0003253625,0.01588454],"study_design_scores_gemma":[0.00003484593,0.0004831489,0.9315628,0.00007986595,0.0002901091,0.03727081,0.003077036,0.0008576676,0.01853435,0.0002458004,0.00753203,0.00003146707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963447,0.000673251,0.00153581,0.0000246323,0.0000132113,0.00006612433,0.0003133949,0.00002079698,0.001008018],"genre_scores_gemma":[0.9956253,0.0005475925,0.002035424,0.00008050493,0.0000221855,0.00009901766,0.00105003,0.00003257822,0.0005073824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001795637,"threshold_uncertainty_score":0.005098581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06394517488096177,"score_gpt":0.4069657567440814,"score_spread":0.3430205818631196,"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."}}