{"id":"W4391943791","doi":"10.21203/rs.3.rs-3951673/v1","title":"Gut mycobiome core species causally modulate metabolic health in mice","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; University of Calgary","keywords":"Microbiome; Obesity; Biology; Adipose tissue; Inflammation; Candida albicans; Microbiology; Phenotype; Gut flora; Immunology; Genetics; Endocrinology; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003356516,0.0006657597,0.0005579364,0.0008305574,0.000253132,0.0007939303,0.0003887798,0.001178392,0.003274132],"category_scores_gemma":[0.0004111714,0.0004760646,0.0004936908,0.0003651746,0.0007164245,0.00051845,0.0007661916,0.001678412,0.0005874097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004014912,"about_ca_system_score_gemma":0.0003311403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004247283,"about_ca_topic_score_gemma":0.0006546535,"domain_scores_codex":[0.9995825,0.00006663406,0.00002007789,0.0001153071,0.0001008473,0.0001147189],"domain_scores_gemma":[0.999325,0.00007805509,0.0002757409,0.0001103832,0.00003336864,0.0001773837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003248293,0.0001412118,0.001006238,0.0000592308,0.00003706855,0.0001297507,0.00002827276,0.0001094126,0.9905974,0.0007238564,0.0002023707,0.003716843],"study_design_scores_gemma":[0.000320723,0.001108407,0.02612557,0.00006092394,0.0002714366,0.000520224,0.0001364169,0.001563657,0.9614327,0.002403508,0.006019298,0.00003717655],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877274,0.002172619,0.00495293,0.0007264824,0.0001825204,0.00002315362,0.0015805,0.0003984846,0.002236007],"genre_scores_gemma":[0.9882421,0.001076645,0.004045591,0.0004618253,0.00006892714,0.0000643322,0.000684234,0.0002825662,0.005073724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003274132,"threshold_uncertainty_score":0.01095313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08188547489813257,"score_gpt":0.4247449728641836,"score_spread":0.342859497966051,"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."}}