{"id":"W2134235461","doi":"10.2337/diacare.28.3.736","title":"A Systematic Review of Drug Therapy to Delay or Prevent Type 2 Diabetes","year":2005,"lang":"en","type":"review","venue":"Diabetes Care","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics; University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Type 2 diabetes; Metformin; Diabetes mellitus; Orlistat; Internal medicine; Acarbose; Randomized controlled trial; Placebo; Endocrinology; Weight loss","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":[0.008827499,0.001680057,0.01141613,0.0121168,0.0007699989,0.002870464,0.002148671,0.002163797,0.006036022],"category_scores_gemma":[0.04416003,0.001048313,0.00676119,0.01134877,0.0009312362,0.002164349,0.00131925,0.001330827,0.0004614862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005008528,"about_ca_system_score_gemma":0.01340353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00866769,"about_ca_topic_score_gemma":0.02909142,"domain_scores_codex":[0.9864897,0.005803367,0.004682858,0.0007077024,0.002023305,0.0002931196],"domain_scores_gemma":[0.9732747,0.01765561,0.005802946,0.0003506446,0.002525061,0.0003910546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001931591,0.00001137803,0.0003785662,0.9652676,0.008107958,0.00008900758,0.0000915048,0.00006231219,0.0000948032,0.0001897029,0.001895665,0.02361818],"study_design_scores_gemma":[0.0004722019,0.0002157162,0.002177918,0.9230079,0.05373963,0.000264298,0.0001410703,0.00007128269,0.0001058635,0.0002736193,0.01950397,0.00002647838],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000604742,0.9976922,0.0001218944,0.0002838514,0.0002237079,0.0004001088,0.0003237952,0.000008962135,0.0003407185],"genre_scores_gemma":[0.009631451,0.9871198,0.0009275899,0.0008754524,0.0001529024,0.0008751448,0.0002468156,0.000006388935,0.00016449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0121168,"threshold_uncertainty_score":0.0466848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02330140737827866,"score_gpt":0.3110299824856258,"score_spread":0.2877285751073471,"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."}}