{"id":"W2002039072","doi":"10.7326/0003-4819-159-8-201310150-00007","title":"Lifestyle Interventions for Patients With and at Risk for Type 2 Diabetes","year":2013,"lang":"en","type":"review","venue":"Annals of Internal Medicine","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":517,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"U.S. Public Health Service","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Randomized controlled trial; Psychological intervention; Internal medicine; Clinical trial; Disease; Physical therapy; Intensive care medicine; Endocrinology","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":[0.00743733,0.0007633716,0.003895807,0.003291008,0.0003762987,0.001779551,0.0009241319,0.002280755,0.004648239],"category_scores_gemma":[0.04263371,0.0004484609,0.003789904,0.003207477,0.0005203689,0.001053221,0.0006839872,0.001542575,0.0002824797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00142543,"about_ca_system_score_gemma":0.004501599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002488026,"about_ca_topic_score_gemma":0.004740943,"domain_scores_codex":[0.9921481,0.004298285,0.002145805,0.0004235912,0.0008241775,0.000160072],"domain_scores_gemma":[0.9771919,0.0153064,0.006027482,0.0003083552,0.0007871671,0.000378782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004180025,0.0003904555,0.008562284,0.6785437,0.01436883,0.0002910206,0.0006178369,0.0003699137,0.0003467834,0.0008606356,0.009989558,0.2814788],"study_design_scores_gemma":[0.02403032,0.004653174,0.05157861,0.8173671,0.04849625,0.001006786,0.001132755,0.0005037489,0.0006526528,0.003710625,0.04674142,0.0001265241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01132661,0.9800214,0.0003765866,0.004276868,0.0006555147,0.001208044,0.000672586,0.00002408914,0.001438268],"genre_scores_gemma":[0.1685893,0.8105106,0.004380466,0.008344918,0.001381182,0.005507569,0.0007729509,0.00001471688,0.0004983469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00743733,"threshold_uncertainty_score":0.03933287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09197813659452028,"score_gpt":0.3832665377615109,"score_spread":0.2912884011669906,"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."}}