{"id":"W3014635511","doi":"10.1080/19490976.2020.1736973","title":"Human behavior, not race or geography, is the strongest predictor of microbial succession in the gut bacteriome of infants","year":2020,"lang":"en","type":"review","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kelowna General Hospital; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Crohn's and Colitis Canada; Canadian Association on Gerontology","keywords":"Microbiome; Dysbiosis; Biology; Context (archaeology); Disease; Race (biology); Human microbiome; Colonization; Hygiene hypothesis; Ecology; Immunology; Genetics; Immune system; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004870363,0.0006669098,0.001099506,0.001224763,0.000228489,0.0009090846,0.0004181779,0.0007014574,0.003776934],"category_scores_gemma":[0.00126908,0.0001540835,0.0006329498,0.001280872,0.0003333967,0.0007474479,0.000576828,0.0009697298,0.001422687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003694915,"about_ca_system_score_gemma":0.001111191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948718,"about_ca_topic_score_gemma":0.002692891,"domain_scores_codex":[0.9997894,0.000054328,0.000027034,0.00004657755,0.00006299742,0.00001959292],"domain_scores_gemma":[0.9995525,0.0002643797,0.0000607937,0.00001156254,0.00008467733,0.00002601924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007148147,0.00003143792,0.001478522,0.0201005,0.0002105414,0.0001242467,0.00009294001,0.0001261073,0.0009208479,0.001750722,0.01234608,0.9627466],"study_design_scores_gemma":[0.00001037757,0.0001618267,0.01206783,0.01749255,0.0006840967,0.002097658,0.0002377492,0.0001000563,0.0007904768,0.002415662,0.9638957,0.0000460963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002838321,0.9981154,0.0001355285,0.0003834609,0.0001564196,0.000003480161,0.00006035468,0.000006788018,0.0008547544],"genre_scores_gemma":[0.001215053,0.998027,0.0001499406,0.0001077312,0.00008861587,0.000004276245,0.00005145379,0.000001698658,0.0003541719],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003776934,"threshold_uncertainty_score":0.01263511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957650679219524,"score_gpt":0.3372109639239453,"score_spread":0.3076344571317501,"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."}}