{"id":"W1975074645","doi":"10.1016/j.jcjd.2013.03.023","title":"Benefits of Modest Weight Loss on the Management of Type 2 Diabetes Mellitus","year":2013,"lang":"en","type":"review","venue":"Canadian Journal of Diabetes","topic":"Diet and metabolism studies","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; University of Calgary","funders":"Allergan; Roche; AstraZeneca; Bayer; Amgen; Boehringer Ingelheim","keywords":"Medicine; Weight loss; Overweight; Type 2 diabetes; Diabetes mellitus; Obesity; Glycemic; Type 2 Diabetes Mellitus; Body mass index; Weight management; Internal medicine; Endocrinology; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0009267539,0.0007607819,0.002651903,0.001702942,0.0001931909,0.0007147238,0.0009618147,0.0008726174,0.003223324],"category_scores_gemma":[0.001995704,0.0002533722,0.001035359,0.001893234,0.000354337,0.0005172414,0.0004743209,0.001152297,0.0003758501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005663505,"about_ca_system_score_gemma":0.0009931476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004169364,"about_ca_topic_score_gemma":0.009561066,"domain_scores_codex":[0.999727,0.00005906961,0.00006143182,0.00003896987,0.00009380778,0.00001985669],"domain_scores_gemma":[0.9990723,0.0006797437,0.000113866,0.00001027068,0.00009126076,0.00003253494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008957712,0.00009962782,0.0004206461,0.1364613,0.001811908,0.0001680521,0.0000544187,0.0002385711,0.000579206,0.001052599,0.01130094,0.8469169],"study_design_scores_gemma":[0.001293615,0.0009986728,0.01848033,0.1813346,0.01936242,0.002471882,0.0004302634,0.0003047369,0.001073737,0.004025158,0.7700909,0.0001336493],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001077124,0.9996328,0.000009150598,0.00006816506,0.00003741069,0.000001675756,0.00001066208,8.178215e-7,0.0001315037],"genre_scores_gemma":[0.0009243404,0.998845,0.00003988601,0.00008741958,0.00004579032,0.000002145323,0.00001172201,3.208961e-7,0.00004334737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004169364,"threshold_uncertainty_score":0.01078314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03923228943928939,"score_gpt":0.2660746680439469,"score_spread":0.2268423786046575,"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."}}