{"id":"W4391579847","doi":"10.1055/a-2167-7578","title":"Nachlassende Betazellfunktion: der dominante Prädiktor für Prädiabetes/Diabetes","year":2024,"lang":"de","type":"article","venue":"Diabetologie und Stoffwechsel","topic":"Diet and metabolism studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Diabetes mellitus; Internal medicine; Endocrinology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001687269,0.00168664,0.002874498,0.001020689,0.0006275193,0.0005987388,0.0008522819,0.0009449245,0.0006920536],"category_scores_gemma":[0.001429001,0.001422539,0.001205289,0.001798351,0.001234698,0.0006467149,0.0006702456,0.001882653,0.008352739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004727819,"about_ca_system_score_gemma":0.0009863769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003280458,"about_ca_topic_score_gemma":0.00001541969,"domain_scores_codex":[0.9910631,0.0004521652,0.001666353,0.002304301,0.001260372,0.003253733],"domain_scores_gemma":[0.995089,0.001688922,0.0003442878,0.001546675,0.0004945092,0.0008365889],"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":[0.0003549855,0.002190264,0.1918736,0.009631967,0.02688605,0.001844095,0.003593176,0.00001985481,0.009496957,0.02057151,0.4027847,0.3307528],"study_design_scores_gemma":[0.002459346,0.0008118222,0.04627869,0.002498187,0.01353767,0.000003997831,0.0004794958,0.001534209,0.01043951,0.002187659,0.9179313,0.001838114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2446161,0.7043929,0.0001564112,0.006179481,0.02881848,0.001793885,0.0004629258,0.001451422,0.01212846],"genre_scores_gemma":[0.9260113,0.03961594,0.001521004,0.002069375,0.008594133,0.0005674142,0.0004773084,0.0004309075,0.02071264],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6813952,"threshold_uncertainty_score":0.999588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02542758576342237,"score_gpt":0.3279143249182196,"score_spread":0.3024867391547972,"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."}}