{"id":"W4394459804","doi":"10.6084/m9.figshare.22649380","title":"Additional file 1 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); Independence (probability theory); Disease; Biology; Microbiology; Medicine; Internal medicine; Mathematics","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":[0.001711587,0.001337696,0.00156595,0.001841727,0.0009720164,0.002324658,0.002107844,0.001919396,0.6510824],"category_scores_gemma":[0.022829,0.0006599321,0.001651145,0.00409162,0.0003684978,0.001768295,0.001666961,0.001382566,0.09787694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00115394,"about_ca_system_score_gemma":0.002082102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01295931,"about_ca_topic_score_gemma":0.02265993,"domain_scores_codex":[0.9991382,0.0001730211,0.0001407697,0.0002697994,0.0001262345,0.0001519365],"domain_scores_gemma":[0.9882924,0.008499035,0.0008683843,0.0008621736,0.001058906,0.0004190985],"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":[0.0003489972,0.00005675371,0.005668872,0.005609591,0.0001429358,0.00006112475,0.00007105128,0.0005241479,0.00009378089,0.0008756952,0.9820754,0.004471675],"study_design_scores_gemma":[0.006115574,0.0002617181,0.05699847,0.009316613,0.0006956263,0.0006394075,0.0004822685,0.001910212,0.0005752635,0.01068781,0.9121397,0.0001773652],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00006893322,0.00002056042,0.00004028711,0.00003586242,0.000005439268,0.00001331921,0.9996017,0.00003534928,0.0001786519],"genre_scores_gemma":[0.003680199,0.000138049,0.001004777,0.0002983428,0.00003340502,0.0007372006,0.9917074,0.0001950625,0.002205607],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6510824,"threshold_uncertainty_score":0.4976886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235743290935704,"score_gpt":0.2677281012304018,"score_spread":0.2553706683210448,"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."}}