{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001963613,0.001059094,0.0008898697,0.001287637,0.002863556,0.008474602,0.001254376,0.004406501,0.2876398],"category_scores_gemma":[0.008688635,0.0003449596,0.0007496072,0.000753477,0.002003778,0.006672729,0.006820339,0.007554201,0.1510537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001709786,"about_ca_system_score_gemma":0.002745642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00215013,"about_ca_topic_score_gemma":0.005087395,"domain_scores_codex":[0.9979795,0.0004732564,0.00009561642,0.0003552137,0.0007956065,0.0003007739],"domain_scores_gemma":[0.9968011,0.0003218971,0.0002129492,0.0004163529,0.0008790268,0.001368735],"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":[0.00008218129,0.00005048251,0.0004925769,0.0002349997,0.00002139367,0.0004191834,0.0003658608,0.00003954946,0.001028283,0.01897938,0.8234701,0.154816],"study_design_scores_gemma":[0.00000314123,0.000009062618,0.00009364741,0.0001186479,0.000002754611,0.0001236236,0.0001493185,0.000009208952,0.00007633408,0.002347531,0.9970627,0.000004032854],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002782363,0.04204274,0.005605926,0.4431967,0.1522593,0.000184623,0.001899449,0.001852555,0.3501764],"genre_scores_gemma":[0.02463931,0.02460182,0.00994175,0.2006858,0.0304537,0.0001618485,0.001526408,0.001481825,0.7065076],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2876398,"threshold_uncertainty_score":0.962251,"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."}}