{"id":"W4224241455","doi":"10.3390/ijerph19095061","title":"The Metabolic Profiles of Metabolically Healthy Obese and Metabolically Unhealthy Obese South African Adults over 10 Years","year":2022,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"North-West University; South Africa Netherlands research Programme on Alternatives in Development; South African Medical Research Council; Hamilton Health Sciences; McMaster University; Population Health Research Institute","keywords":"Metabolic syndrome; Medicine; Obesity; Overweight; Internal medicine; Cohort; Endocrinology; Physiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002919323,0.0002249451,0.0001964129,0.0005731633,0.0005043763,0.0003621605,0.0001731062,0.0003664245,0.001033936],"category_scores_gemma":[0.0009111059,0.0002541843,0.0001809104,0.0005659091,0.000186535,0.0005495279,0.0004684529,0.0003235543,0.0001739325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205317,"about_ca_system_score_gemma":0.0001947587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007142937,"about_ca_topic_score_gemma":0.01062992,"domain_scores_codex":[0.999828,0.00003536487,0.00001905005,0.00002907287,0.00003594245,0.00005252598],"domain_scores_gemma":[0.9996963,0.00001845444,0.0001617557,0.00001482899,0.00003199593,0.00007679562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001219325,0.00005317322,0.997506,0.000009950549,0.00002401844,0.0000796591,0.0003269167,0.00001150117,0.0005788869,0.00001066633,0.00004680925,0.001230523],"study_design_scores_gemma":[0.00000307673,0.00008373209,0.9993105,0.000004058341,0.000007956896,0.0001055907,0.0003303098,0.00002805086,0.00002892771,0.00000706628,0.00008893663,0.000001749716],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996637,0.00008457295,0.00001493646,0.00001930557,0.000001695188,0.000004390963,0.00008123456,6.110056e-7,0.0001295927],"genre_scores_gemma":[0.9994919,0.00009008875,0.00004304368,0.00002689262,0.000003726728,0.000008824299,0.000146867,5.830829e-7,0.0001880212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007142937,"threshold_uncertainty_score":0.01420271,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306703415421931,"score_gpt":0.3278695532035182,"score_spread":0.2971992116613251,"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."}}