{"id":"W4390081492","doi":"10.1093/geroni/igad104.2240","title":"UNIQUE MICROBIOME SIGNATURES RELATED TO CANCER SURVIVORSHIP AND COGNITIVE DECLINE IN OLDER ADULTS","year":2023,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Cancer; Microbiome; Cognitive decline; Roseburia; Survivorship curve; Cognition; Population; Breast cancer; Medicine; Cancer survivor; Gerontology; Internal medicine; Bioinformatics; Biology; Disease; Psychiatry; Environmental health; Genetics; Lactobacillus","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003009378,0.0002851874,0.0003928261,0.000691913,0.0004599375,0.0006073227,0.0001650126,0.0004516018,0.001408909],"category_scores_gemma":[0.001424471,0.0001393475,0.0003976501,0.0008316594,0.0001562804,0.0003105761,0.0007248005,0.0003515024,0.0002040025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002142192,"about_ca_system_score_gemma":0.0002699073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006013324,"about_ca_topic_score_gemma":0.008933804,"domain_scores_codex":[0.9997886,0.00004149795,0.00002652346,0.00005868564,0.00003518972,0.00004952092],"domain_scores_gemma":[0.9995114,0.00004785669,0.0002054468,0.00002918544,0.0001329368,0.0000732654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003888771,0.00006109969,0.9846506,0.0001288155,0.0001794993,0.0001012321,0.0003124638,0.00006418024,0.004104722,0.00003080424,0.000567493,0.009410132],"study_design_scores_gemma":[0.000005081768,0.0001184243,0.9979331,0.00003191094,0.00007513729,0.0001988118,0.0003392199,0.000129709,0.0003221994,0.00008027821,0.0007598288,0.000006327668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956602,0.001680607,0.0002433086,0.0001176095,0.0000201031,0.00001681157,0.001652607,0.000008363961,0.0006004813],"genre_scores_gemma":[0.9975734,0.0005145972,0.0003260819,0.0001220272,0.00002436723,0.00002351662,0.00100314,0.000004364577,0.0004085072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006013324,"threshold_uncertainty_score":0.01195669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114451209968305,"score_gpt":0.3144624373202452,"score_spread":0.3033179252205622,"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."}}