{"id":"W4317693708","doi":"10.1016/j.ajpc.2022.100397","title":"IMPACT OF MULTIPLE LIFESTYLE INTERVENTIONS ON METABOLIC HEALTH AND REMISSION OF PREDIABETES AND TYPE 2 DIABETES: A TWO-YEAR CLINICAL EXPERIENCE","year":2023,"lang":"en","type":"article","venue":"American Journal of Preventive Cardiology","topic":"Metabolism, Diabetes, and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Prediabetes; Medicine; Type 2 diabetes; Psychological intervention; Diabetes mellitus; Physical therapy; Anthropometry; Medical prescription; Mediterranean diet; Aerobic exercise; Internal medicine; 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":[0.0008384733,0.000120028,0.0007695613,0.000115205,0.00002757893,0.000003685664,0.0001229123,0.00005271974,0.00000575551],"category_scores_gemma":[0.0009247886,0.00009349167,0.0003813822,0.0001926749,0.000524564,0.000007878831,0.00009748219,0.0001267555,5.093215e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007909857,"about_ca_system_score_gemma":0.0001598332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001181949,"about_ca_topic_score_gemma":0.000001355896,"domain_scores_codex":[0.9982403,0.0006546808,0.0005924896,0.0002068623,0.00009773234,0.0002079587],"domain_scores_gemma":[0.9985296,0.0001505415,0.0007444465,0.0001809086,0.0002185554,0.0001759554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003101266,0.00007783221,0.8039563,0.00004959613,0.0007663247,0.000001409203,0.0003224414,0.00005851332,0.01792896,0.00001691062,0.0007873829,0.1757242],"study_design_scores_gemma":[0.002330892,0.01471965,0.9627857,0.000390099,0.0001756147,0.00001644508,0.001725231,0.0000315858,0.009752404,0.0001228763,0.0077248,0.0002247294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508631,0.04869261,0.00007402419,0.00001346515,0.000196831,0.00009803587,0.00004022052,0.000002675737,0.00001899244],"genre_scores_gemma":[0.946393,0.0529433,0.0003772881,0.00004787856,0.0001964678,0.000004932917,0.0000128165,0.0000118393,0.00001247316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1754995,"threshold_uncertainty_score":0.3812479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928452159378904,"score_gpt":0.3926075831640763,"score_spread":0.3633230615702873,"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."}}