{"id":"W3160166844","doi":"10.1101/2021.05.08.442269","title":"The Core Human Fecal Metabolome","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Metabolome; Metabolomics; Metabolite; Biology; Human feces; Feces; Biochemistry; Bioinformatics; Ecology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001593051,0.0004213947,0.0004362157,0.00055739,0.0002400269,0.0005954294,0.0001340406,0.0002435893,0.00401579],"category_scores_gemma":[0.0003127962,0.0001296544,0.0002221025,0.0006473431,0.0002114773,0.0001991841,0.00046539,0.0003505636,0.0008477544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001722968,"about_ca_system_score_gemma":0.0002238185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009358155,"about_ca_topic_score_gemma":0.001069217,"domain_scores_codex":[0.9998117,0.00002141544,0.000007325266,0.00008855778,0.00004499753,0.00002601616],"domain_scores_gemma":[0.9998282,0.00002790262,0.00004856354,0.00002964089,0.00003965406,0.0000260424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001500259,0.0000692248,0.05393081,0.0002753983,0.0002280212,0.0003466418,0.0001358747,0.0004475322,0.8774938,0.0006549792,0.004090434,0.06082698],"study_design_scores_gemma":[0.00004840168,0.0005203614,0.6814473,0.00005682801,0.0002750355,0.002184862,0.0002668332,0.002987899,0.2754592,0.002985837,0.03370373,0.00006369122],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9382024,0.00289009,0.01688862,0.0007343839,0.0001014686,0.00008459679,0.03522961,0.0004118688,0.005456924],"genre_scores_gemma":[0.9582146,0.001526717,0.01460761,0.0005553942,0.00009492725,0.0001063264,0.01867574,0.0001518819,0.006066902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00401579,"threshold_uncertainty_score":0.01343417,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01690709226072747,"score_gpt":0.2429391119207416,"score_spread":0.2260320196600141,"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."}}