{"id":"W4256596803","doi":"10.1016/b978-0-12-801238-3.65648-9","title":"Short Bowel Syndrome","year":2019,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Gastroenterology","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Alexandra Hospital; University of Alberta","funders":"","keywords":"Malabsorption; Short bowel syndrome; Medicine; Diarrhea; Intensive care medicine; Malnutrition; Malabsorption syndromes; Fluid replacement; Intestinal malabsorption; Gastroenterology; Internal medicine; Surgery; Parenteral nutrition; Disease","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002710524,0.0006648427,0.001718406,0.0004469641,0.00004623917,0.00001057489,0.0006558817,0.0008919344,0.001092357],"category_scores_gemma":[0.00006981045,0.0007018666,0.0007145628,0.00002534808,0.0005944347,0.00008518724,0.000278722,0.001185272,0.0004544194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009120844,"about_ca_system_score_gemma":0.00001407734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006694308,"about_ca_topic_score_gemma":0.0001031441,"domain_scores_codex":[0.9962814,0.000125552,0.001475926,0.0009151388,0.0003962877,0.0008056617],"domain_scores_gemma":[0.9979485,0.0002427,0.0005459874,0.0008598164,0.000154125,0.0002488456],"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":[0.02687364,0.001536417,0.2955789,0.00153324,0.001745035,0.001216194,0.0002435262,0.00005084686,0.000215448,0.003557242,0.6563044,0.01114506],"study_design_scores_gemma":[0.004362774,0.0192931,0.07021587,0.0005808871,0.0006936869,0.001589288,0.00001588929,0.00002126385,0.00001100365,0.00486127,0.8977088,0.0006461674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2914121,0.0006078047,0.0003306749,0.04028587,0.02306742,0.002741217,0.00121252,0.0005063548,0.639836],"genre_scores_gemma":[0.5785657,0.002693449,0.001997921,0.0460879,0.002151098,0.00007631662,0.001574975,0.0008168642,0.3660358],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2871536,"threshold_uncertainty_score":0.9998208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546491108818908,"score_gpt":0.2615780091997316,"score_spread":0.2461130981115425,"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."}}