{"id":"W2903514325","doi":"10.1016/j.ebiom.2018.11.058","title":"Microbiota be nimble","year":2018,"lang":"en","type":"letter","venue":"EBioMedicine","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pregnancy; Gut flora; Micronutrient; Physiology; Medicine; Biology; Internal medicine; Endocrinology; Immunology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001850682,0.0003875957,0.000402318,0.0001481818,0.0001074484,0.00001960483,0.0004309204,0.001301194,0.0005522463],"category_scores_gemma":[0.00003173728,0.0003337517,0.0001420765,0.000136764,0.0003552449,0.00000114852,0.000175877,0.0006662424,0.0002986291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003767587,"about_ca_system_score_gemma":0.0002258335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006592046,"about_ca_topic_score_gemma":0.00001978099,"domain_scores_codex":[0.9981008,0.00005929418,0.0003474289,0.0006967389,0.0001731482,0.0006226608],"domain_scores_gemma":[0.9987523,0.00001030645,0.0001705917,0.0008336621,0.0001289569,0.0001042052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001138466,0.0000121468,0.00001828465,0.0001027946,0.00004909164,0.00003409366,0.00001569194,6.710218e-9,0.3827661,4.923543e-7,0.6169227,0.00006723974],"study_design_scores_gemma":[0.0005975522,0.0005897782,0.0001474605,0.00009502183,0.00005433907,0.0001518673,0.000008686971,3.12779e-7,0.01320397,0.000008755723,0.9847974,0.0003449109],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008307755,0.002597537,0.00009616933,0.979744,0.002411909,0.0004489229,0.0003501803,0.00004775325,0.005995827],"genre_scores_gemma":[0.001021311,0.000362004,0.0004658479,0.9014682,0.02702695,0.00001244124,0.009196948,0.00009980528,0.0603465],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3695621,"threshold_uncertainty_score":0.9999954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01405473945774392,"score_gpt":0.2722584197731187,"score_spread":0.2582036803153748,"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."}}