{"id":"W6921040388","doi":"10.6084/m9.figshare.22649395","title":"Additional file 6 of Metabolic independence drives gut microbial colonization and resilience in health and disease","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"","keywords":"Disease; Resilience (materials science); Psychological resilience; Colonization; Independence (probability theory); Microbiome; Adaptation (eye); Human health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001561517,0.00137442,0.001428626,0.001975641,0.00114853,0.002137551,0.002008795,0.001595534,0.8845801],"category_scores_gemma":[0.02370045,0.0006493218,0.001580934,0.00317306,0.0003664704,0.002047631,0.001211729,0.001085668,0.194033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001068408,"about_ca_system_score_gemma":0.001503195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007387354,"about_ca_topic_score_gemma":0.01089089,"domain_scores_codex":[0.9991818,0.0001425841,0.00009284229,0.0002567208,0.0001876248,0.0001384414],"domain_scores_gemma":[0.9802479,0.01564115,0.0008249119,0.001029245,0.001724346,0.0005324873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003708611,0.00009697361,0.004515267,0.004084358,0.00009193552,0.0001064794,0.00009442075,0.0006762083,0.0003748283,0.001180104,0.979718,0.008690612],"study_design_scores_gemma":[0.004346756,0.0003752219,0.05459535,0.007469234,0.0003915348,0.0009413818,0.0007553251,0.003690992,0.001852144,0.02507281,0.9002339,0.0002754281],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0002059957,0.00003839921,0.0004553178,0.0001422107,0.0000484726,0.00004687541,0.9975695,0.0003807237,0.001112506],"genre_scores_gemma":[0.0122846,0.0002855188,0.007098588,0.001161718,0.0001672522,0.001442044,0.9634228,0.001960817,0.01217667],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8845801,"threshold_uncertainty_score":0.1646324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01187776809949279,"score_gpt":0.2597423273128746,"score_spread":0.2478645592133818,"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."}}