{"id":"W6980490247","doi":"","title":"Characterization of specific Gut Bacteria and bacterial Metabolites in Human Obesity and Type 2 Diabetes","year":2022,"lang":"en","type":"other","venue":"MACAU (Kiel University)","topic":"Block Copolymer Self-Assembly","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Type 2 diabetes; Weight loss; Obesity; Gut flora; Cohort; Insulin resistance; Type 2 Diabetes Mellitus; Body mass index","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":[],"category_scores_codex":[0.0001338322,0.0002496929,0.0004952647,0.0006579582,0.00009646107,0.0000543004,0.0002955579,0.0001958124,0.01242037],"category_scores_gemma":[0.000007757314,0.0002958064,0.00003308973,0.000380599,0.0001396615,0.0001656448,0.0004585889,0.0001379543,0.00001142203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005221114,"about_ca_system_score_gemma":0.00004636667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002147093,"about_ca_topic_score_gemma":0.000132208,"domain_scores_codex":[0.998717,0.0002025221,0.0001883722,0.0004797649,0.0001605462,0.0002518284],"domain_scores_gemma":[0.9993052,0.00002863294,0.0002718084,0.0002918752,0.00002626886,0.0000761566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004209316,0.00005752578,0.005617617,0.0001008412,0.00002109714,0.00001662458,0.0001213506,3.182068e-8,0.9921108,0.0009981536,0.0007831306,0.0001306579],"study_design_scores_gemma":[0.001644013,0.0001865216,0.09100113,0.0001560217,0.0001750525,0.00000375214,0.000192976,0.000004386712,0.2461546,0.00004459097,0.6595924,0.0008444978],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754861,0.0002984604,0.000002059402,0.00001617188,0.0005323626,0.0002499855,0.0002369347,0.00007843845,0.02309949],"genre_scores_gemma":[0.8602899,0.001356411,0.0004450332,0.00003834914,0.0004411967,0.000003310886,0.0006726095,0.0003165696,0.1364367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7459563,"threshold_uncertainty_score":0.9999494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007601616212100594,"score_gpt":0.1838607835309982,"score_spread":0.1762591673188976,"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."}}