{"id":"W4407196446","doi":"10.1016/j.retram.2025.103500","title":"Denutrition status prevails over a standard AML risk assessment in older adults","year":2025,"lang":"en","type":"article","venue":"Current Research in Translational Medicine","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Risk assessment; Gerontology; Computer science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004587705,0.0002466566,0.0005758451,0.002666107,0.0001282795,0.00002852791,0.0002353998,0.0001753108,0.0009138371],"category_scores_gemma":[0.001043299,0.000205846,0.00008260388,0.002889189,0.0005327483,0.000222424,0.00007051716,0.003126529,0.00001808647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001865467,"about_ca_system_score_gemma":0.0026789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007207466,"about_ca_topic_score_gemma":0.0004822563,"domain_scores_codex":[0.9937721,0.0008496674,0.0008573399,0.0007103764,0.002738404,0.001072061],"domain_scores_gemma":[0.9968706,0.001521601,0.00006767219,0.0004320032,0.0007499973,0.0003581116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004641717,0.00118908,0.7331496,0.002434402,0.00007393254,0.0001554047,0.001417752,0.00004201039,0.0004434819,0.003682716,0.01336959,0.2394003],"study_design_scores_gemma":[0.02717759,0.0005379248,0.9314842,0.00953,0.00003398248,0.000005915269,0.0004714756,0.005816661,0.0001129974,0.006323401,0.01834971,0.000156194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.929411,0.02124754,0.003539314,0.03175136,0.0004908155,0.005593084,0.0002272726,0.00006725535,0.007672381],"genre_scores_gemma":[0.9890907,0.008457383,0.0008218552,0.00008293194,0.0003273583,0.0005198814,0.0004994406,0.00002573873,0.0001747298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2392441,"threshold_uncertainty_score":0.9999995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0585395660462999,"score_gpt":0.4729049131662991,"score_spread":0.4143653471199992,"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."}}