{"id":"W7000618559","doi":"","title":"Genetic Loss of Sucrase-Isomaltase Function: Mechanisms, Implications, and Future Perspectives","year":2023,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Digestive system and related health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Malabsorption; Public health; Genetic variants; Diabetes mellitus; University hospital; Metabolic syndrome; Medical genetics; Weight loss","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005347696,0.0002094495,0.0003894714,0.0003291318,0.0002095836,0.0001348592,0.0006618361,0.0001942193,0.0005165707],"category_scores_gemma":[0.00006542227,0.0001829099,0.0001136198,0.0006250857,0.0001331661,0.00004548794,0.0004049476,0.0001603685,0.000008685063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002205958,"about_ca_system_score_gemma":0.0001797549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001227728,"about_ca_topic_score_gemma":0.00001719741,"domain_scores_codex":[0.9983665,0.0001802116,0.0005214463,0.000431503,0.0002359454,0.0002644153],"domain_scores_gemma":[0.9985294,0.00004194473,0.0004778633,0.0004031516,0.0003472615,0.0002003356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003239829,0.0002484727,0.2576631,0.0003151123,0.000489062,0.00002190281,0.0002440433,0.00008333828,0.6980445,0.002736759,0.03036271,0.009466958],"study_design_scores_gemma":[0.0005215303,0.00006789218,0.957877,0.0001133563,0.00008166675,0.00004676941,0.0008066231,0.000008242327,0.0217476,0.004163268,0.01430475,0.0002612795],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9396415,0.05641431,0.0007834904,0.0005887806,0.000432328,0.0005031011,0.0001459595,0.00002354126,0.001466975],"genre_scores_gemma":[0.9415346,0.05741155,0.0001608782,0.0001011362,0.0003494975,0.00003534985,0.00005371321,0.00003475163,0.000318529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7002139,"threshold_uncertainty_score":0.7458851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09136007657507034,"score_gpt":0.4902106695015291,"score_spread":0.3988505929264588,"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."}}