{"id":"W4315607219","doi":"10.5463/thesis.82","title":"The gut microbiota","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 Marie Skłodowska-Curie Actions; Canadian Institutes of Health Research; CH.I.L.D. Foundation; Horizon 2020 Framework Programme; Diabetes Fonds; Novo Nordisk; Novo Nordisk Fonden; ZonMw; European Commission; Amsterdam University Medical Centers","keywords":"Gut flora; Biology; Intestinal permeability; Gut–brain axis; Immune system; Immunology; Microbiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008612875,0.0007162048,0.0007533664,0.001188127,0.001086901,0.004591108,0.0006084588,0.001648581,0.02572713],"category_scores_gemma":[0.001639608,0.0002538839,0.0004847419,0.001063594,0.001009333,0.001553743,0.002798109,0.001685367,0.01188753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001105983,"about_ca_system_score_gemma":0.001956239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702958,"about_ca_topic_score_gemma":0.001734406,"domain_scores_codex":[0.9988624,0.0003251773,0.00006529479,0.0002460259,0.000327848,0.000173369],"domain_scores_gemma":[0.9994586,0.00008096038,0.000091232,0.00006612218,0.0001818182,0.0001212455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003444109,0.0001666397,0.009491778,0.004487095,0.0002233407,0.001372771,0.002797336,0.0003113126,0.02398396,0.0540949,0.1850618,0.7176646],"study_design_scores_gemma":[0.00001406294,0.0001048719,0.004486517,0.0009110266,0.00003876409,0.0009957897,0.0006152802,0.00005505375,0.001166953,0.004820049,0.9867721,0.00001954482],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0532288,0.4293477,0.01407747,0.04739536,0.01687144,0.000462946,0.004650436,0.001062992,0.4329028],"genre_scores_gemma":[0.3287897,0.3767849,0.02093107,0.02941753,0.00660475,0.0006131197,0.004849233,0.0004581333,0.2315517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02572713,"threshold_uncertainty_score":0.08606583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007303359417686948,"score_gpt":0.2850067544989311,"score_spread":0.2777033950812442,"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."}}