{"id":"W6889161351","doi":"10.25384/sage.c.7035031.v1","title":"Effect of altered gene expression in lipid metabolism on cognitive improvement in patients with Alzheimer’s dementia following fecal microbiota transplantation: a preliminary study","year":2024,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dementia; Gut flora; Feces; Gene expression; Microbiome; Lipid metabolism; Cognitive decline; Cognition","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":[0.0003412617,0.0003306189,0.0004723746,0.0003706173,0.0002702838,0.0003038397,0.0001058999,0.0002917973,0.0008947192],"category_scores_gemma":[0.000342131,0.0001015826,0.0003927018,0.0002654398,0.0002751109,0.0001514444,0.0001623248,0.0003671533,0.0001383967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002085627,"about_ca_system_score_gemma":0.0001831807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000497245,"about_ca_topic_score_gemma":0.0007578636,"domain_scores_codex":[0.9998833,0.00002961187,0.000009736143,0.00003086983,0.00001997932,0.00002642714],"domain_scores_gemma":[0.9997875,0.00003692284,0.00005244236,0.00001586259,0.00004170874,0.00006552327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09502204,0.01254817,0.4941987,0.0003938481,0.0006099477,0.003002398,0.0008852452,0.0002219676,0.3173844,0.00006246909,0.0004582643,0.07521254],"study_design_scores_gemma":[0.0003800059,0.02677772,0.9601216,0.00001282732,0.000285798,0.0008339572,0.0002915477,0.0003170415,0.01027503,0.000052636,0.0006376229,0.0000142699],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993778,0.000287637,0.00007244512,0.00001661083,0.000008637233,0.00001754206,0.00005451257,0.000003036485,0.0001616097],"genre_scores_gemma":[0.9989589,0.000222736,0.0002698138,0.00004317943,0.00001952198,0.00003528755,0.0001673174,0.000001448692,0.0002817989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008947192,"threshold_uncertainty_score":0.002993166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573052564555827,"score_gpt":0.3163941692477468,"score_spread":0.2906636436021885,"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."}}