{"id":"W6925371556","doi":"10.17632/y5tvcz87x9.1","title":"Microbiota protect against frailty, loss of skeletal muscle, and maintain inflammatory tone during aging in mice","year":2025,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Inflammation; Skeletal muscle; Tumor necrosis factor alpha; Inflammatory response; Proinflammatory cytokine; Systemic inflammation; Immune system","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004664894,0.0003784682,0.0006341533,0.0004553352,0.0001441685,0.00003397512,0.0008739953,0.0006060412,0.0001935417],"category_scores_gemma":[0.0001300882,0.0003774961,0.00005462797,0.000228176,0.0001619425,0.0001930606,0.002074794,0.0008061909,0.00001697495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006506126,"about_ca_system_score_gemma":0.00015106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001560218,"about_ca_topic_score_gemma":0.002184663,"domain_scores_codex":[0.9979109,0.0002657763,0.0006616374,0.0007206232,0.0000229476,0.0004180787],"domain_scores_gemma":[0.9981875,0.00009252176,0.0002998761,0.001350306,0.0000471803,0.00002262891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006088393,0.0001684743,0.0001270185,0.001161059,0.0002984882,0.00002350859,0.00002231819,0.00000142183,0.4362218,0.00002029446,0.56007,0.001824783],"study_design_scores_gemma":[0.001641533,0.00003798164,0.002490451,0.0007105058,0.00009203151,0.00006436013,0.00005711516,9.956671e-7,0.009462521,0.00001174091,0.9850305,0.0004002416],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2341426,0.001220651,0.000004498966,0.00007456417,0.0005550355,0.000460621,0.7634994,0.00002472335,0.00001791779],"genre_scores_gemma":[0.0111587,0.001476941,0.00004578479,0.0000323481,0.00008373876,0.00003654377,0.9869483,0.0000155303,0.000202182],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4267593,"threshold_uncertainty_score":0.9998677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01565179627908073,"score_gpt":0.2765238309481698,"score_spread":0.260872034669089,"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."}}