{"id":"W4405041955","doi":"10.1182/blood-2024-203960","title":"Examining the Clinical Relevance of the AML Plasma Metabolome","year":2024,"lang":"en","type":"article","venue":"Blood","topic":"Histone Deacetylase Inhibitors Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Metabolome; Medicine; Internal medicine; Metabolite","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000618576,0.0002971418,0.000411019,0.0007589405,0.0002256211,0.0008029561,0.0001840239,0.0003355108,0.001333202],"category_scores_gemma":[0.001867152,0.0001121204,0.0002935281,0.0008514378,0.0001831241,0.0003340409,0.0006195738,0.0004675241,0.0003618092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002692686,"about_ca_system_score_gemma":0.0002749874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007795577,"about_ca_topic_score_gemma":0.001255935,"domain_scores_codex":[0.999674,0.00007553407,0.00002878322,0.0001088344,0.00007079911,0.00004202941],"domain_scores_gemma":[0.9993933,0.0002195605,0.00018498,0.000052983,0.00008722866,0.00006183492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001679147,0.00006211797,0.9090533,0.000167156,0.0002222191,0.0003826017,0.0001547002,0.001109103,0.03826844,0.000270899,0.0008916698,0.04773851],"study_design_scores_gemma":[0.00003417002,0.0004445996,0.9751584,0.00005085524,0.0002165853,0.001209341,0.0003240762,0.004906865,0.0109644,0.001406853,0.005258974,0.00002490542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899015,0.002644261,0.002715929,0.0005560679,0.00002629311,0.00003561399,0.002746515,0.00004985309,0.001323957],"genre_scores_gemma":[0.9940455,0.0008741348,0.002563271,0.000188279,0.0000471602,0.00002692386,0.001921566,0.00001590503,0.0003172656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001333202,"threshold_uncertainty_score":0.004460037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03586480585862123,"score_gpt":0.3264679816171502,"score_spread":0.290603175758529,"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."}}