{"id":"W2908556257","doi":"10.6133/apjcn.112017.01","title":"Development of a screening tool to detect nutrition risk in patients with inflammatory bowel disease.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Saskatchewan","funders":"","keywords":"Medicine; Inflammatory bowel disease; Ulcerative colitis; Internal medicine; Malnutrition; Gastroenterology; Crohn's disease; Inflammatory Bowel Diseases; Predictive value; Risk assessment; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005384609,0.0005267326,0.0006081565,0.001574782,0.0002943579,0.0007314933,0.0005954598,0.0005754711,0.001306677],"category_scores_gemma":[0.01879641,0.0002868937,0.0007300712,0.0009389821,0.0002646168,0.0008757101,0.0008962409,0.0007883786,0.0004275312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008301364,"about_ca_system_score_gemma":0.00230791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003484257,"about_ca_topic_score_gemma":0.008015947,"domain_scores_codex":[0.9968958,0.001523846,0.0005041522,0.0001993526,0.0006911313,0.0001857531],"domain_scores_gemma":[0.9890014,0.005393482,0.001754649,0.0002824585,0.003039382,0.0005285877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005973195,0.0007093328,0.8621527,0.0005780322,0.0001689063,0.0001855479,0.0004264704,0.0005537798,0.001108944,0.0001426353,0.004174558,0.1292018],"study_design_scores_gemma":[0.0005049439,0.00271273,0.9747881,0.0006881388,0.000228511,0.00104577,0.0007495775,0.01043421,0.001919114,0.0003178464,0.006552291,0.00005875391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766718,0.001629936,0.009239396,0.001604333,0.0002166035,0.003204344,0.002711403,0.0002908421,0.004431388],"genre_scores_gemma":[0.9239713,0.0006925783,0.06909201,0.0004987755,0.00005098961,0.002494024,0.00233765,0.00001462748,0.000848057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005384609,"threshold_uncertainty_score":0.02847689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004745607380319974,"score_gpt":0.1784311828133111,"score_spread":0.1736855754329911,"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."}}