{"id":"W4410134562","doi":"10.1002/jcsm.13816","title":"Stool Microbiome Features and Weight Change Response to Treatment for cancer cachexia","year":2025,"lang":"en","type":"article","venue":"Journal of Cachexia Sarcopenia and Muscle","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"University of California, San Diego; Fondation de l'Hôpital général juif; Jewish General Hospital","keywords":"Medicine; Cachexia; Weight loss; Wasting; Cancer; Microbiome; Psychological intervention; Population; Weight change; Internal medicine; Cohort; Physical therapy; Gerontology; Obesity; Bioinformatics; Environmental health; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000444769,0.0001757784,0.0003105317,0.0004175804,0.0004014598,0.0004022783,0.0001789054,0.0002940107,0.00148399],"category_scores_gemma":[0.002643514,0.00011221,0.0002625761,0.0005325802,0.0001385019,0.0002280033,0.0003333474,0.0004779471,0.0001356014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005250226,"about_ca_system_score_gemma":0.0003077322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004484423,"about_ca_topic_score_gemma":0.011778,"domain_scores_codex":[0.9996448,0.0001114801,0.0000348918,0.00006337812,0.00008075089,0.00006468807],"domain_scores_gemma":[0.9988966,0.0001575267,0.0005683754,0.00002915255,0.0001457892,0.0002026218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001183466,0.0002339719,0.9826562,0.00006922967,0.0001175389,0.00008478419,0.0001071697,0.0001222949,0.001595319,0.00001266466,0.0004125266,0.0134047],"study_design_scores_gemma":[0.00001318706,0.0005131012,0.9986567,0.00002018388,0.00002852886,0.0001125862,0.00009505766,0.0001953444,0.0001722538,0.00001201028,0.0001778842,0.000003222439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981068,0.0007217436,0.00008317675,0.0001641944,0.00001351994,0.00002716645,0.0003139039,0.000009048684,0.0005604418],"genre_scores_gemma":[0.9991171,0.0001474228,0.0002041307,0.00005770205,0.000008048502,0.00001542358,0.0002737326,0.000002077825,0.0001743595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004484423,"threshold_uncertainty_score":0.008916616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01897597403611453,"score_gpt":0.3227748102216761,"score_spread":0.3037988361855616,"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."}}