{"id":"W4394993613","doi":"10.21203/rs.3.rs-4235628/v1","title":"Preclinical Modeling of Metabolic Syndrome to Study the Pleiotropic Effects of Novel Antidiabetic Therapy Independent of Obesity","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Diet and metabolism studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Metabolic syndrome; Obesity; Medicine; Diabetes mellitus; Pharmacology; Internal medicine; Bioinformatics; Endocrinology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009498305,0.001418729,0.0006884935,0.001079027,0.0004006959,0.0009092634,0.0007940442,0.0008418839,0.006080755],"category_scores_gemma":[0.0004913503,0.0003824091,0.0006996048,0.0004469945,0.0005465517,0.0008561038,0.000529263,0.002232252,0.001132873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005973901,"about_ca_system_score_gemma":0.0008340648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007157578,"about_ca_topic_score_gemma":0.001186143,"domain_scores_codex":[0.9996966,0.00009319777,0.00002150381,0.00005276718,0.00007461605,0.00006138264],"domain_scores_gemma":[0.9995627,0.00008579417,0.0001166804,0.00007193443,0.00004323388,0.0001196575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005486235,0.003042415,0.0009369221,0.0002760452,0.0001036158,0.0002954433,0.0000688865,0.00174384,0.9658704,0.007838613,0.001827931,0.01250964],"study_design_scores_gemma":[0.001634675,0.01236004,0.003373884,0.0001163319,0.0004694031,0.0006468995,0.0001569366,0.00615409,0.9444682,0.004233258,0.02634294,0.00004334907],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8961803,0.005897062,0.06619558,0.003050397,0.001166455,0.0008170057,0.006082798,0.0007740254,0.01983644],"genre_scores_gemma":[0.9045181,0.008995304,0.04589042,0.001133051,0.0003433459,0.00197617,0.005001902,0.000465315,0.03167643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006080755,"threshold_uncertainty_score":0.02034211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134379022162806,"score_gpt":0.446933327662118,"score_spread":0.312554305499312,"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."}}