{"id":"W4323047592","doi":"10.3390/curroncol30030228","title":"Cuproptosis-Related Gene DLAT as a Novel Biomarker Correlated with Prognosis, Chemoresistance, and Immune Infiltration in Pancreatic Adenocarcinoma: A Preliminary Study Based on Bioinformatics Analysis","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Ferroptosis and cancer prognosis","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Hospital Development Center; National Natural Science Foundation of China","keywords":"Medicine; Biomarker; Immune system; Adenocarcinoma; Gene; Infiltration (HVAC); Pancreatic cancer; Bioinformatics; Oncology; Cancer research; Computational biology; Internal medicine; Biology; Cancer; Immunology; Genetics","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":[0.0006075007,0.0003581393,0.0007052338,0.001577432,0.0003763843,0.000875977,0.0002346107,0.0002355121,0.001314607],"category_scores_gemma":[0.0008412163,0.0001023344,0.001073397,0.001995302,0.0002404747,0.000251548,0.0004876974,0.0004490513,0.00022344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003320141,"about_ca_system_score_gemma":0.0005958785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001390976,"about_ca_topic_score_gemma":0.002154173,"domain_scores_codex":[0.9996369,0.00006354375,0.0000367527,0.0001164881,0.00008307758,0.00006333036],"domain_scores_gemma":[0.9994106,0.0002177295,0.0001474293,0.00002692964,0.00009374868,0.0001035419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001189933,0.0001522041,0.9358287,0.0005903122,0.0006134145,0.0008290812,0.0001556687,0.001409486,0.02458694,0.0001881112,0.001518672,0.03293744],"study_design_scores_gemma":[0.00006598094,0.000282533,0.9693975,0.00006296821,0.001261407,0.001877099,0.0003029663,0.01405494,0.00601788,0.0005823294,0.006053022,0.00004129746],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868014,0.004088235,0.003278799,0.0004122457,0.00003329401,0.00005976308,0.004551015,0.00009514605,0.0006799944],"genre_scores_gemma":[0.9886284,0.001215672,0.004194421,0.0002346817,0.00005835995,0.00007568677,0.005051432,0.00002131263,0.0005200504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001577432,"threshold_uncertainty_score":0.00439781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05182518692101776,"score_gpt":0.3412004322053522,"score_spread":0.2893752452843344,"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."}}