{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002263817,0.0002279044,0.0002276262,0.0003950302,0.0002280733,0.0003252473,0.0001499077,0.0003091484,0.0009931765],"category_scores_gemma":[0.000689155,0.0001850213,0.0002153297,0.0004199198,0.0002468814,0.0001867681,0.0002329614,0.0003094911,0.0002170882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711861,"about_ca_system_score_gemma":0.0001716859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001593306,"about_ca_topic_score_gemma":0.002390411,"domain_scores_codex":[0.9998999,0.00002324755,0.00001301806,0.00002064583,0.00001784518,0.00002539863],"domain_scores_gemma":[0.999652,0.00006558597,0.0001380072,0.00001806089,0.00002825634,0.00009808096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001645757,0.00001267832,0.9983864,0.000006650448,0.00001299913,0.0001087353,0.0000193681,0.00002922616,0.0004509141,0.000003247893,0.00004792274,0.0007572373],"study_design_scores_gemma":[0.000009781508,0.00008245356,0.9988794,0.000004070895,0.00002512227,0.0004872029,0.00008825878,0.0001926713,0.00009155938,0.00001445708,0.000122665,0.00000244648],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993768,0.0003130545,0.00003583972,0.0000191871,0.000005383025,0.00000326295,0.00006731995,0.000001718853,0.0001773758],"genre_scores_gemma":[0.9995671,0.0001308123,0.00003994725,0.00001051193,0.000009105565,0.00000333046,0.000144728,6.073368e-7,0.00009394308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001593306,"threshold_uncertainty_score":0.003322482,"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."}}