{"id":"W4362632661","doi":"10.5056/jnm22031","title":"Total Transit Time and Probiotic Persistence in Healthy Adults: A Pilot Study","year":2023,"lang":"en","type":"article","venue":"Journal of Neurogastroenterology and Motility","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"PerkinElmer Biosignal","funders":"","keywords":"Persistence (discontinuity); Bifidobacterium breve; Feces; Bifidobacterium longum; Probiotic; Lactobacillus paracasei; Medicine; Population; Bifidobacterium; Bifidobacterium animalis; Lactobacillus; Gastrointestinal transit; Gut flora; Microbiology; Food science; Biology; Internal medicine; Immunology; Bacteria; Fermentation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003928245,0.0001069066,0.0002290805,0.00009398051,0.00005279063,0.000008278546,0.00007714907,0.00004458836,0.000003540587],"category_scores_gemma":[0.00003790482,0.00009529563,0.00003504407,0.00006700015,0.00009741072,0.0000075005,0.00005928336,0.0002101836,0.000001444285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008173538,"about_ca_system_score_gemma":0.00003631621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001202801,"about_ca_topic_score_gemma":0.0001602348,"domain_scores_codex":[0.9989266,0.000211336,0.0003197452,0.0002360988,0.00005722684,0.0002490095],"domain_scores_gemma":[0.9996076,0.00001372944,0.0001111613,0.000107247,0.00004683379,0.0001134934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01136687,0.001510384,0.8090439,0.0001310739,0.00007143574,0.0001739109,0.0007294021,0.00004719802,0.1759813,6.223956e-7,0.0002339742,0.0007098956],"study_design_scores_gemma":[0.002772095,0.03345511,0.9627627,0.00001666463,0.00001628849,0.0005719056,0.0002173932,0.00005933046,0.00006328156,0.000002975998,0.00003336392,0.00002892043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985036,0.0001214983,0.000009699246,0.001038461,0.00009015357,0.0002181902,0.00001042604,0.000004299364,0.000003639595],"genre_scores_gemma":[0.9993518,0.000162418,0.00003840259,0.0003759064,0.0000422695,0.000001623193,0.000004288357,0.000006634628,0.00001666757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1759181,"threshold_uncertainty_score":0.3886043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01711137432336785,"score_gpt":0.2505341400634564,"score_spread":0.2334227657400886,"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."}}