{"id":"W4309918013","doi":"10.1111/eci.13912","title":"Relationship between obesity severity, metabolic status and cardiovascular disease in obese adults","year":2022,"lang":"en","type":"article","venue":"European Journal of Clinical Investigation","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"Medical Research Council; National Natural Science Foundation of China","keywords":"Obesity; Medicine; Disease; Internal medicine; Metabolic disease; Gerontology; Environmental health","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":[0.0007101247,0.0002895255,0.0003045994,0.0006797289,0.0001926933,0.0004868293,0.0001873424,0.0003572517,0.001833556],"category_scores_gemma":[0.001985261,0.0002293133,0.0003493628,0.0007852606,0.0001758354,0.0002975318,0.0003631403,0.0005201582,0.0001276524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001167924,"about_ca_system_score_gemma":0.0001535353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002239848,"about_ca_topic_score_gemma":0.002997285,"domain_scores_codex":[0.9997064,0.0001080854,0.00004761412,0.00005443873,0.00004681973,0.00003644941],"domain_scores_gemma":[0.9979278,0.0003442467,0.001143141,0.0001001916,0.0001385377,0.0003460819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001617237,0.00001274645,0.9991105,0.00001240215,0.00007360187,0.00001365455,0.000006803435,0.00002010513,0.00007850419,0.000005298399,0.00003477976,0.000469809],"study_design_scores_gemma":[0.000004264509,0.00003922397,0.9997497,0.000003533367,0.00002377439,0.00004106193,0.00001343568,0.0000655018,0.00001074708,0.00001046271,0.00003701515,0.000001262384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978004,0.001080356,0.00007418374,0.00007683185,0.000009621661,0.000005912422,0.0006472168,0.000002153974,0.0003033564],"genre_scores_gemma":[0.9991637,0.0001968321,0.00007142995,0.00002219824,0.00001987615,0.000005106063,0.0004246758,9.55543e-7,0.00009522227],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002239848,"threshold_uncertainty_score":0.006133854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08155413819092748,"score_gpt":0.3153314888233421,"score_spread":0.2337773506324146,"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."}}