{"id":"W4294989807","doi":"10.3390/biology11091311","title":"Survival and Interplay of γ-Aminobutyric Acid-Producing Psychobiotic Candidates with the Gut Microbiota in a Continuous Model of the Human Colon","year":2022,"lang":"en","type":"article","venue":"Biology","topic":"GABA and Rice Research","field":"Agricultural and Biological Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Social Sciences and Humanities Research Council; Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Biology; Probiotic; Gut flora; Bifidobacterium animalis; Lactobacillus; Bifidobacterium; Microbiology; Population; Streptococcus thermophilus; Prebiotic; Bacteria; Immunology; Biochemistry; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003536038,0.00006446478,0.0001535494,0.00001360024,0.0001630049,0.000005384011,0.0003086959,0.00003428519,0.00003688547],"category_scores_gemma":[0.00001684862,0.00001641637,0.0000278816,0.0002382927,0.0002534247,0.00001048988,0.000226256,0.0001447751,2.504199e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001368862,"about_ca_system_score_gemma":0.00001241983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001418713,"about_ca_topic_score_gemma":0.003774819,"domain_scores_codex":[0.9992405,0.0002253137,0.0001270344,0.0001750207,0.00006349389,0.000168594],"domain_scores_gemma":[0.9996918,0.0001132391,0.00008304312,0.00006917686,0.00002779328,0.00001488802],"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":[0.00003729839,0.00004221414,0.1031839,0.000004988414,0.000007901849,3.00776e-7,0.0002448823,0.00001546556,0.8956028,0.000163202,0.00007697727,0.0006200596],"study_design_scores_gemma":[0.0003827621,0.00104065,0.974075,0.00001903473,0.00001233674,0.00001757109,0.002170439,0.0003677423,0.02125077,0.0002173156,0.000328158,0.0001181953],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979445,0.000223334,4.678012e-7,0.00141982,0.00003948073,0.000191894,0.00005953559,0.000003273791,0.0001177488],"genre_scores_gemma":[0.9997562,0.000013809,0.000005961016,0.0000336848,0.00001447289,0.00001009931,0.00001000819,5.791384e-7,0.0001551389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.874352,"threshold_uncertainty_score":0.214468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02148794072194403,"score_gpt":0.2679019149573753,"score_spread":0.2464139742354313,"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."}}