{"id":"W2733910767","doi":"10.1016/j.jneb.2017.05.332","title":"Diabetes Prevention Program Results in Immediate Lifestyle Changes Independent of Weight Loss","year":2017,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Obesity and Health Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Weight loss; Medicine; Gerontology; Weight management; Curriculum; Diabetes mellitus; Physical activity; Intervention (counseling); Obesity; Physical therapy; Psychology; Nursing; Internal medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005423264,0.0003296168,0.0006485253,0.0002851308,0.0003547928,0.0004791968,0.0003832215,0.0006155144,0.01047866],"category_scores_gemma":[0.0007344251,0.0001772393,0.0006888033,0.0002215082,0.000168729,0.0003570261,0.0003374167,0.001080499,0.0006318255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002794229,"about_ca_system_score_gemma":0.0007932017,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002602324,"about_ca_topic_score_gemma":0.004006132,"domain_scores_codex":[0.9996883,0.00009590216,0.00001735114,0.00005066086,0.0000580277,0.00008980351],"domain_scores_gemma":[0.999507,0.0001196748,0.00006056935,0.00004328518,0.00003210736,0.0002375265],"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":[0.1228505,0.2992574,0.03450206,0.0006572505,0.001154111,0.000422765,0.000266139,0.000423114,0.01521217,0.0005587919,0.004149111,0.5205465],"study_design_scores_gemma":[0.03422402,0.1365364,0.806269,0.0003566598,0.002448855,0.0005294677,0.0006229053,0.00127562,0.009154347,0.0004559189,0.008084586,0.00004218328],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910069,0.000774021,0.0003100695,0.0004576176,0.0002009933,0.000158904,0.0001864288,0.00007575635,0.006829236],"genre_scores_gemma":[0.9889519,0.0008088923,0.00122832,0.0003948958,0.0001662281,0.0001343027,0.0004533251,0.00002002333,0.007842139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01047866,"threshold_uncertainty_score":0.03505468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06418841123071806,"score_gpt":0.4731570902672074,"score_spread":0.4089686790364894,"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."}}