{"id":"W4394370982","doi":"10.6084/m9.figshare.22649386","title":"Additional file 3 of Metabolic independence drives gut microbial colonization and resilience in health and disease","year":2023,"lang":"en","type":"dataset","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":"Colonization; Resilience (materials science); Disease; Independence (probability theory); Biology; Microbiology; Medicine; Internal medicine; Mathematics; Statistics","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":[0.001693686,0.00166602,0.001614065,0.002045854,0.001159877,0.002449153,0.002355373,0.001929004,0.6468419],"category_scores_gemma":[0.01519468,0.0006775522,0.001614754,0.003952395,0.0004734254,0.001827454,0.00162524,0.001494964,0.09746208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001303831,"about_ca_system_score_gemma":0.002055323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01288894,"about_ca_topic_score_gemma":0.02461667,"domain_scores_codex":[0.9991217,0.0001276743,0.0001247327,0.0003128242,0.0001514526,0.0001616082],"domain_scores_gemma":[0.9921674,0.005240927,0.0006327711,0.0006828309,0.0009077864,0.0003682346],"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":[0.000364472,0.00008211877,0.005599696,0.004735453,0.0001541849,0.00007191019,0.00007697634,0.0008510036,0.0002672756,0.0008403278,0.9829101,0.004046425],"study_design_scores_gemma":[0.005490978,0.0002364821,0.04095131,0.005123863,0.0004536741,0.0005446005,0.0004104616,0.002337023,0.001036237,0.008737907,0.934512,0.0001654002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006381154,0.00001081419,0.00003786583,0.00001874611,0.000004897868,0.0000110139,0.9996824,0.00004242555,0.0001280043],"genre_scores_gemma":[0.00189229,0.00004899145,0.0007226329,0.0001301591,0.00001634644,0.0003420277,0.9955654,0.0001383471,0.001143862],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6468419,"threshold_uncertainty_score":0.5037372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01212657029677412,"score_gpt":0.2672954088312438,"score_spread":0.2551688385344697,"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."}}