{"id":"W2978082995","doi":"10.1101/795070","title":"Introducing ExHiBITT – Exploring Host microbiome inTeractions in Twins-, a colon multiomic cohort study","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Diverticular Disease and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"Medical Research Council; King's College London; Wellcome Trust","keywords":"Diverticulosis; Proband; Cohort; Medicine; Colonoscopy; Concordance; Microbiome; Internal medicine; Gastroenterology; Population; Colorectal cancer; Physiology; Biology; Bioinformatics; Genetics; Cancer; Gene; Environmental health","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":[0.0009856782,0.0004722934,0.0004194558,0.0006562631,0.0016568,0.0009077062,0.0003672318,0.0006558198,0.002570713],"category_scores_gemma":[0.002497528,0.0004088487,0.001051638,0.0007209943,0.000260147,0.000360197,0.001396819,0.0007722129,0.0003528111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003722947,"about_ca_system_score_gemma":0.0004738604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008871506,"about_ca_topic_score_gemma":0.01171185,"domain_scores_codex":[0.9993082,0.0002062697,0.00006651851,0.0002055169,0.0001113283,0.0001021121],"domain_scores_gemma":[0.9991008,0.00009058304,0.0002184985,0.0002195498,0.000137113,0.0002333919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008777489,0.0001559252,0.9877639,0.00004283951,0.0003652655,0.0009576589,0.0006423292,0.00008229685,0.005150892,0.0002529073,0.0006899824,0.003018166],"study_design_scores_gemma":[0.00004357438,0.0006324201,0.9926025,0.00002693194,0.0003617537,0.002267177,0.0007365355,0.000501802,0.0007997812,0.0001936406,0.001813627,0.00002019635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982147,0.0001249445,0.0004997755,0.00005788428,0.00001954565,0.00003424177,0.0006898596,0.000004896623,0.0003542768],"genre_scores_gemma":[0.9977187,0.00007999549,0.0007931224,0.00005676529,0.000015749,0.00005225535,0.0005890153,0.000009758075,0.0006847171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008871506,"threshold_uncertainty_score":0.0176397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02840583538477198,"score_gpt":0.2604779357655717,"score_spread":0.2320721003807997,"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."}}