{"id":"W2923639533","doi":"10.2337/dc18-2270","title":"The Effect of Liquid Meal Replacements on Cardiometabolic Risk Factors in Overweight/Obese Individuals With Type 2 Diabetes: A Systematic Review and Meta-analysis of Randomized Controlled Trials","year":2019,"lang":"en","type":"review","venue":"Diabetes Care","topic":"Diet and metabolism studies","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Saskatchewan; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; Banting and Best Diabetes Centre, University of Toronto; Physicians' Services Incorporated Foundation; Diabetes Canada","keywords":"Medicine; Overweight; Meta-analysis; Type 2 diabetes; Randomized controlled trial; Obesity; Diabetes mellitus; Meal; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaepi_broad"],"category_scores_codex":[0.02068922,0.001100339,0.1174692,0.001314408,0.0000650701,0.00003428432,0.0003075363,0.0002614828,0.00003116805],"category_scores_gemma":[0.0281808,0.000378104,0.01346342,0.002008274,0.0002183772,0.00004693064,0.0001191608,0.0003996783,0.000005965966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005712713,"about_ca_system_score_gemma":0.0001525177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001548832,"about_ca_topic_score_gemma":0.000005377648,"domain_scores_codex":[0.9790937,0.01396158,0.004710605,0.0006369407,0.001131297,0.0004659154],"domain_scores_gemma":[0.9644571,0.02721539,0.006393994,0.00134465,0.0004735258,0.0001153311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.002721875,0.00002288324,0.001322807,0.4700636,0.525335,4.767141e-7,0.0001972186,8.075782e-7,1.563344e-7,0.000003580042,0.0000220873,0.0003095115],"study_design_scores_gemma":[0.04518323,0.000968726,0.00003968654,0.06552204,0.8856584,6.547589e-8,0.00009108565,8.180524e-7,0.00001250419,4.102829e-7,0.002258067,0.0002649394],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01199162,0.9579983,6.044325e-8,0.000008701948,0.0001498626,0.02871889,0.0009613488,0.00001471544,0.0001565073],"genre_scores_gemma":[0.005092997,0.9896433,0.000005754643,0.00003797833,0.00002616472,0.004703987,0.0003030486,0.00006603186,0.0001207162],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4045416,"threshold_uncertainty_score":0.9998671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04185506479333424,"score_gpt":0.3440798421386827,"score_spread":0.3022247773453485,"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."}}