{"id":"W4313502135","doi":"10.3390/curroncol30010007","title":"Overexpression of AKR1B10 Predicts Poor Prognosis in Gastric Cancer Patients Undergoing Surgical Resection","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Aldose Reductase and Taurine","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Kaohsiung Chang Gung Memorial Hospital; Chang Gung Medical Foundation","keywords":"Medicine; Oxaliplatin; Lymph node; Stage (stratigraphy); Cancer; Gastrectomy; Pathological; Dissection (medical); Capecitabine; Chemotherapy; Internal medicine; Immunohistochemistry; Signet ring cell carcinoma; Oncology; Gastroenterology; Surgery; Adenocarcinoma; Colorectal cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001246501,0.00009111242,0.0001482844,0.00009005052,0.00006493818,0.000002336189,0.0001054181,0.0000726767,0.00007126225],"category_scores_gemma":[0.00004636707,0.00008883694,0.00005286834,0.0001813241,0.00003782371,0.000003537197,0.0002627575,0.0001737237,7.552905e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123668,"about_ca_system_score_gemma":0.0002123873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002007368,"about_ca_topic_score_gemma":0.00005188869,"domain_scores_codex":[0.9989837,0.0001741126,0.0002335148,0.0002564057,0.0001580582,0.0001941412],"domain_scores_gemma":[0.9996498,0.00002318963,0.0001389422,0.00008914869,0.0000526723,0.00004624497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001520586,0.003873543,0.874463,0.0001817127,0.00006965142,0.0000155961,0.0001385927,0.0006448106,0.07449267,0.00007589628,0.008550642,0.03597337],"study_design_scores_gemma":[0.01927098,0.0169757,0.1499988,0.0003764763,0.0001210229,0.0001275645,0.0005329363,0.00072403,0.22001,0.0002608857,0.5907926,0.0008090975],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970156,0.001739949,0.000005377281,0.00007066077,0.0005774326,0.0002369243,0.00007159882,0.000005426287,0.000277008],"genre_scores_gemma":[0.9983625,0.0008672883,0.00002038107,0.00001059026,0.0001722568,0.0001729722,0.0003460161,0.00001038257,0.00003761115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7244642,"threshold_uncertainty_score":0.3622665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626093126627439,"score_gpt":0.345539985641626,"score_spread":0.3092790543753516,"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."}}