{"id":"W2553320254","doi":"10.2527/jam2016-0496","title":"0496 Nurturing healthy gut microbiome: route to increased disease resistance in ruminants","year":2016,"lang":"en","type":"article","venue":"Journal of Animal Science","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Biology; Microbiome; Gut flora; Colostrum; Diarrhea; Antibiotics; Colonization; Immune system; Disease; Gut microbiome; Microbiology; Immunology; Physiology; Medicine; Internal medicine; Bioinformatics; Antibody","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":[0.0007714388,0.0002883869,0.0003871532,0.0003510803,0.000460422,0.001189951,0.0003485969,0.0007736289,0.003829588],"category_scores_gemma":[0.001029219,0.0001410061,0.0002698741,0.0003512298,0.0004213583,0.0004924766,0.0006675393,0.0007392886,0.000878214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003467514,"about_ca_system_score_gemma":0.0004631891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008384335,"about_ca_topic_score_gemma":0.001036542,"domain_scores_codex":[0.9994646,0.000216535,0.00002547756,0.0001092252,0.00006776956,0.0001163669],"domain_scores_gemma":[0.9993455,0.00007133979,0.000251849,0.0000501875,0.0001006863,0.0001804387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001964598,0.0004395605,0.2535912,0.002314512,0.0003685693,0.00321456,0.001688425,0.0004402842,0.5499721,0.003340814,0.005222179,0.1774431],"study_design_scores_gemma":[0.00009637885,0.003753805,0.8350208,0.0008257029,0.0003572606,0.008748738,0.003957841,0.001341008,0.03378538,0.004274494,0.1077645,0.00007406181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645756,0.01880007,0.003894476,0.003419102,0.0002273721,0.00004967169,0.000672083,0.0001272887,0.008234419],"genre_scores_gemma":[0.9838621,0.006210725,0.004139492,0.0009798098,0.0001235024,0.0000506328,0.0005885456,0.0000321346,0.004013001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003829588,"threshold_uncertainty_score":0.0128113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01015535109537079,"score_gpt":0.2919991446128419,"score_spread":0.2818437935174711,"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."}}