{"id":"W4385978994","doi":"10.3390/curroncol30080560","title":"Anemia, Iron Deficiency, and Iron Regulators in Pancreatic Ductal Adenocarcinoma Patients: A Comprehensive Analysis","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Anemia; Hepcidin; Gastroenterology; Ferroportin; Internal medicine; Ferritin; Immunohistochemistry; Iron deficiency; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002703307,0.0001595084,0.0004242912,0.0009506779,0.0003021493,0.0003190271,0.0001477338,0.0002025203,0.0006126682],"category_scores_gemma":[0.0005637954,0.0001765927,0.000318762,0.001262924,0.0001094615,0.0002718424,0.0003399787,0.0002703546,0.0001090531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929448,"about_ca_system_score_gemma":0.0002379309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037839,"about_ca_topic_score_gemma":0.00298068,"domain_scores_codex":[0.9997992,0.00003237315,0.00003992895,0.00004603693,0.0000488375,0.00003364179],"domain_scores_gemma":[0.9996427,0.00005912821,0.0001404294,0.00001909416,0.00006786334,0.00007082148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007013619,0.00001805069,0.9960791,0.00002385772,0.00004573862,0.0001302759,0.00003273015,0.00002517036,0.0001976277,0.000006652027,0.00008917492,0.003281459],"study_design_scores_gemma":[0.00000270273,0.00005698043,0.9986808,0.00001056159,0.0000511185,0.0006345669,0.00008399739,0.00009208405,0.00004986433,0.000009092601,0.0003252339,0.000002901318],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965306,0.002195555,0.000113328,0.00004758056,0.000003233898,0.00001373596,0.0005849437,0.000006987939,0.0005040309],"genre_scores_gemma":[0.9979175,0.001021541,0.0001553955,0.00002664379,0.00001174448,0.0000121404,0.0007291971,0.000001748244,0.0001240848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002037839,"threshold_uncertainty_score":0.004051924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07485036580941329,"score_gpt":0.3934347166295676,"score_spread":0.3185843508201543,"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."}}