{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006404538,0.001186434,0.001734742,0.000664175,0.0012024,0.001149096,0.0007490373,0.001444172,0.001325102],"category_scores_gemma":[0.005031261,0.0003449208,0.001139201,0.0006354919,0.0005564393,0.0008330021,0.00150491,0.001299058,0.0003309484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008288149,"about_ca_system_score_gemma":0.001106021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002652091,"about_ca_topic_score_gemma":0.002790777,"domain_scores_codex":[0.9976315,0.001160863,0.000219927,0.0002579922,0.0003537826,0.0003758851],"domain_scores_gemma":[0.9967925,0.000857137,0.0003495703,0.0002110078,0.000521782,0.001267944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.03185851,0.159189,0.120745,0.00127873,0.001450773,0.004028074,0.01038083,0.001240545,0.008604794,0.0003259575,0.006111537,0.6547863],"study_design_scores_gemma":[0.01855711,0.3007796,0.6397523,0.0005819288,0.001043731,0.004611969,0.00355302,0.002311842,0.004244922,0.0003413917,0.02389003,0.0003321028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905798,0.005650098,0.0003691452,0.0005046921,0.00008629465,0.0004953389,0.000159943,0.0000319145,0.002122738],"genre_scores_gemma":[0.9812315,0.008230367,0.002683684,0.001322047,0.0006613802,0.000909352,0.0009339845,0.00003251416,0.003995161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006404538,"threshold_uncertainty_score":0.03387082,"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."}}