{"id":"W4387062575","doi":"10.1249/01.mss.0000984056.11553.38","title":"Multiple Lifestyle Interventions: Impact On Metabolic Health Of Early Insulin-Resistant Patients","year":2023,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Health and Lifestyle Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Insulin resistance; Medicine; Hyperinsulinemia; Homeostatic model assessment; Anthropometry; Body mass index; Diabetes mellitus; Psychological intervention; Type 2 diabetes; Internal medicine; Basal (medicine); Aerobic exercise; Insulin; Physical therapy; Endocrinology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007054149,0.0002733404,0.001027803,0.001389059,0.0009293652,0.000005304802,0.0004676361,0.00008720694,0.0002166084],"category_scores_gemma":[0.002849066,0.0001844641,0.0001346806,0.003866174,0.0007075845,0.0002456089,0.0002076479,0.000602819,0.0001552187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000287666,"about_ca_system_score_gemma":0.001419129,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008694141,"about_ca_topic_score_gemma":0.0006063957,"domain_scores_codex":[0.9945693,0.0002702223,0.001852089,0.0005703529,0.001389086,0.001348923],"domain_scores_gemma":[0.9970277,0.0005467781,0.0007661407,0.0005988782,0.000411526,0.0006489977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001797994,0.0002162012,0.9601331,0.0003387136,8.222568e-7,0.0000115917,0.01070692,0.00001738025,0.000005527319,0.00002452762,0.0032402,0.02512519],"study_design_scores_gemma":[0.001574667,0.0007496624,0.9870566,0.004166866,0.00001095843,1.605845e-7,0.004121549,0.00006234149,8.476549e-7,0.0001082967,0.00201477,0.0001333407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933374,0.0004894378,0.000003880486,0.001698029,0.001906317,0.001701445,0.00004427662,0.0001182676,0.0007009545],"genre_scores_gemma":[0.9961181,0.002190241,0.00006061012,0.0006900721,0.0001918507,0.0002216552,0.00002926759,0.00002488129,0.0004733111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02692342,"threshold_uncertainty_score":0.997907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06373521373866309,"score_gpt":0.4384694612960287,"score_spread":0.3747342475573656,"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."}}