{"id":"W3007224813","doi":"10.1093/jcag/gwz047.098","title":"A99 IMPACT OF OSMOTIC PERTURBATIONS ON THE GUT MICROBIOTA AND HOST HEALTH","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Osmotic shock; Diarrhea; Biology; PEG ratio; Immune system; Microbiology; Osmotic concentration; Gut flora; Immunology; Internal medicine; Medicine; Gene; Biochemistry","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":[0.0001491408,0.0004562791,0.0003120129,0.0003267424,0.0001473847,0.0004153898,0.0001626477,0.0003868437,0.001549671],"category_scores_gemma":[0.0001112614,0.0001217991,0.0003114687,0.0001688608,0.0002374937,0.0003098356,0.0003132223,0.0006009251,0.000283891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000192427,"about_ca_system_score_gemma":0.0001665025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002655767,"about_ca_topic_score_gemma":0.0003513222,"domain_scores_codex":[0.9998571,0.00002047671,0.000009152763,0.00003360927,0.00004335811,0.0000362819],"domain_scores_gemma":[0.9998335,0.00001165121,0.0000549595,0.00001290092,0.00002422053,0.00006286127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005305866,0.00007462614,0.001978047,0.00005087206,0.00001107227,0.00006720731,0.00001452328,0.00003176223,0.9949635,0.00003752949,0.00004807017,0.0021922],"study_design_scores_gemma":[0.00005752184,0.005880918,0.1709278,0.00004638551,0.0001109716,0.0009244768,0.0004246318,0.001404083,0.8147234,0.0002857528,0.005178422,0.00003557487],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955522,0.001763103,0.001260723,0.0001966173,0.00005394305,0.00002906309,0.0003381036,0.00005402455,0.0007521192],"genre_scores_gemma":[0.9918693,0.001652536,0.002557576,0.0002052632,0.00003813162,0.00007075979,0.0004562735,0.00001848367,0.003131703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001549671,"threshold_uncertainty_score":0.005184114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01035306505544411,"score_gpt":0.2404430049859057,"score_spread":0.2300899399304616,"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."}}