{"id":"W3127337308","doi":"10.1080/19490976.2021.1875797","title":"Early life environmental exposures have a minor impact on the gut ecosystem following a natural birth","year":2021,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia; Okanagan College","funders":"Natural Sciences and Engineering Research Council of Canada; Crohn's and Colitis Canada","keywords":"Biology; Gut flora; Microbiome; Immunity; Weaning; Immunology; Immune system; Physiology; Disease; Ecology; Environmental health; Medicine; Internal medicine; Bioinformatics; Animal science","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":[0.0001308074,0.0002577362,0.0002207301,0.00003468923,0.000219215,0.00008601959,0.0002288916,0.000148005,0.0001205],"category_scores_gemma":[0.00004174209,0.0001761424,0.0003724612,0.00004972541,0.00003926815,0.000005134024,0.0001477082,0.0001847536,0.0001068658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005085839,"about_ca_system_score_gemma":0.0001580686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005996543,"about_ca_topic_score_gemma":0.0001625734,"domain_scores_codex":[0.9986374,0.0001446569,0.0002464548,0.0004321488,0.00011253,0.0004268523],"domain_scores_gemma":[0.9992771,0.00002914711,0.00008347487,0.0004724365,0.00001756436,0.0001203462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005836294,0.00007404992,0.01197825,0.00001927471,0.0001582204,0.00002691397,0.0002698947,0.000004708073,0.9808221,0.00001029648,0.00640998,0.0001679517],"study_design_scores_gemma":[0.001489588,0.0006471468,0.2737708,0.0001235723,0.00007051418,0.0001975676,0.00157545,0.00001931843,0.663889,0.00001546678,0.05753087,0.0006707514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934826,0.005187331,0.000008107967,0.0004101822,0.0002759867,0.0002234193,0.0001791306,0.00001388387,0.0002193616],"genre_scores_gemma":[0.9960245,0.0001224768,0.0001059674,0.001223273,0.0002727711,0.00001454221,0.0001717226,0.00003472512,0.002029974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3169331,"threshold_uncertainty_score":0.718288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006634175367515694,"score_gpt":0.2312354059229808,"score_spread":0.2246012305554651,"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."}}