{"id":"W4387043904","doi":"10.1097/mog.0000000000000970","title":"Intestinal microbiome in short bowel syndrome: diagnostic and therapeutic opportunities","year":2023,"lang":"en","type":"article","venue":"Current Opinion in Gastroenterology","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster Children's Hospital; McGill University Health Centre; McMaster University","funders":"","keywords":"Microbiome; Dysbiosis; Intestinal Microbiome; Population; Medicine; Adaptation (eye); Bioinformatics; Intensive care medicine; Biology; Neuroscience","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"],"consensus_categories":[],"category_scores_codex":[0.0004576145,0.0002497644,0.0004450074,0.0008282955,0.00004706171,0.00002629344,0.0002165894,0.0001170673,0.00003240787],"category_scores_gemma":[0.0002333668,0.0002645278,0.00007736901,0.0002721662,0.000410386,0.00007897463,0.0001781267,0.0005382706,0.00002650752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007078324,"about_ca_system_score_gemma":0.000005999429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001538665,"about_ca_topic_score_gemma":0.00008645211,"domain_scores_codex":[0.9974669,0.0004172291,0.0007340991,0.0005056145,0.000117705,0.0007584668],"domain_scores_gemma":[0.9989503,0.0006101308,0.00006273769,0.0001989876,0.0000336321,0.0001441822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006787924,0.0004166317,0.9858972,0.0001917627,0.0000102395,0.00005357965,0.0001709571,0.00002261562,0.0002025785,0.00002502312,0.00629289,0.006037679],"study_design_scores_gemma":[0.002533765,0.001618496,0.9886608,0.0005271601,0.00001009637,0.000548052,0.0002132106,0.0006414319,0.000006551207,0.0005074186,0.00460914,0.0001238794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9675664,0.0005118148,0.00005331344,0.02553603,0.005844913,0.0003396395,0.00003496546,0.0001096395,0.000003231801],"genre_scores_gemma":[0.9966767,0.0009483895,0.00003646759,0.001884842,0.0001218166,0.0001177136,0.0001841172,0.00002700248,0.000002988468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02911021,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1061848858487718,"score_gpt":0.3605806317828952,"score_spread":0.2543957459341235,"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."}}