{"id":"W3167842448","doi":"10.1017/s0954579421000456","title":"Development of the infant gut microbiome predicts temperament across the first year of life","year":2021,"lang":"en","type":"article","venue":"Development and Psychopathology","topic":"Infant Health and Development","field":"Health Professions","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"California Center for Population Research, University of California, Los Angeles; National Institute of Diabetes and Digestive and Kidney Diseases; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Drug Abuse; National Institute of Mental Health; National Institutes of Health; DNA Genotek; National Institute on Minority Health and Health Disparities; U.S. Department of Veterans Affairs","keywords":"Temperament; Psychology; Microbiome; Gut microbiome; Developmental psychology; Personality; Clinical psychology; Social psychology; Bioinformatics; Biology","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":[0.0006006855,0.0002960404,0.0002671112,0.0003128072,0.0003030066,0.0006646908,0.0002072593,0.0003667774,0.002164261],"category_scores_gemma":[0.002434225,0.0002114021,0.0004352833,0.0003581239,0.0001504012,0.0002537811,0.0006799644,0.0006336056,0.000413936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003209246,"about_ca_system_score_gemma":0.000241623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004913974,"about_ca_topic_score_gemma":0.007006801,"domain_scores_codex":[0.9996566,0.00008977353,0.00002387698,0.0000916342,0.00005989727,0.00007830119],"domain_scores_gemma":[0.9988014,0.0001902715,0.0005720274,0.00007307901,0.0001524409,0.0002108819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002130543,0.00004407312,0.9900712,0.00002889531,0.00008201326,0.00006180575,0.0001354932,0.00007888145,0.002080046,0.00004457984,0.0003484505,0.006811469],"study_design_scores_gemma":[6.596434e-7,0.0000540376,0.9994252,0.00001009248,0.00001104716,0.0000522689,0.00005135843,0.0001115624,0.000136531,0.00001895609,0.0001264777,0.000001802509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973159,0.0006097286,0.0002911085,0.00008211758,0.00001430164,0.000006560863,0.00084273,0.00001155761,0.0008259334],"genre_scores_gemma":[0.9983417,0.0003112603,0.0003707181,0.00003489497,0.000007104918,0.00001641112,0.0004512807,0.000005315404,0.0004612521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004913974,"threshold_uncertainty_score":0.009770751,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0371170174027358,"score_gpt":0.3638455794646322,"score_spread":0.3267285620618964,"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."}}