{"id":"W4406626573","doi":"10.1111/acel.14485","title":"From Clinical to Benchside: <scp><i>Lacticaseibacillus</i></scp> and <scp><i>Faecalibacterium</i></scp> Are Positively Associated With Muscle Health and Alleviate Age‐Related Muscle Disorder","year":2025,"lang":"en","type":"article","venue":"Aging Cell","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Sarcopenia; Faecalibacterium prausnitzii; Biology; Dysbiosis; Gut flora; Mitochondrial biogenesis; Internal medicine; Microbiology; Mitochondrion; Endocrinology; Physiology; Immunology; Biochemistry; Medicine","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":[0.0009608018,0.0004409383,0.00102453,0.000281033,0.0004780278,0.0001436518,0.0001373042,0.0002873635,0.0000169907],"category_scores_gemma":[0.00104863,0.0004110655,0.0001116899,0.0006605359,0.0002453323,0.0001702485,0.0001991536,0.0009644454,0.00002855052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001631967,"about_ca_system_score_gemma":0.000314954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006767597,"about_ca_topic_score_gemma":0.0002721358,"domain_scores_codex":[0.9962925,0.0004483244,0.0009616513,0.001017527,0.0003787781,0.0009012308],"domain_scores_gemma":[0.9956297,0.002169929,0.0004413515,0.0004429971,0.0002090822,0.001106962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001372143,0.00295409,0.8733292,0.002115631,0.000853191,0.001308263,0.01902542,0.00001646461,0.004295153,0.0001994659,0.07576737,0.01999858],"study_design_scores_gemma":[0.007125576,0.0007267797,0.9068775,0.002209021,0.0002729168,0.00002102378,0.004810374,0.0003412133,0.0002665327,0.0003645468,0.07684016,0.0001444128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9802046,0.00290581,0.0003488277,0.01148901,0.0003381129,0.0009979473,0.0001078966,0.0002954424,0.003312328],"genre_scores_gemma":[0.9649681,0.001466668,0.001666381,0.02819952,0.0001444912,0.00003845523,0.0002821397,0.00008098005,0.003153219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03354828,"threshold_uncertainty_score":0.9998341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02358556847180303,"score_gpt":0.3196867588684308,"score_spread":0.2961011903966277,"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."}}