{"id":"W1998661067","doi":"10.2337/dc06-0077","title":"Systematic Evaluation of the Quality of Randomized Controlled Trials in Diabetes","year":2006,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Hamilton Health Sciences","funders":"Mayo Foundation for Medical Education and Research","keywords":"Medicine; Randomized controlled trial; Diabetes mellitus; Research design; Clinical trial; MEDLINE; Odds ratio; Quality of life (healthcare); Univariate; Multivariate analysis; Intensive care medicine; Internal medicine; Multivariate statistics; Family medicine; Nursing","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5715552,0.003817276,0.0215296,0.02254323,0.002051727,0.01068631,0.0050767,0.008121454,0.001885774],"category_scores_gemma":[0.85579,0.003668009,0.01837362,0.01569713,0.008163501,0.005707975,0.005660966,0.004095687,0.0003294086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01204179,"about_ca_system_score_gemma":0.01877184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004725944,"about_ca_topic_score_gemma":0.005834717,"domain_scores_codex":[0.1468534,0.5311925,0.2657262,0.01596576,0.03900455,0.001257561],"domain_scores_gemma":[0.0440855,0.7916409,0.1134216,0.0214535,0.02812422,0.001274368],"domain_codex":"methods","domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005243829,0.0001072685,0.03611548,0.6705934,0.212534,0.0003110649,0.001751804,0.002236734,0.0005734425,0.003692147,0.004082035,0.06275879],"study_design_scores_gemma":[0.01222968,0.002825203,0.04662279,0.5331746,0.3370513,0.001250222,0.001208052,0.007381172,0.002862628,0.02354666,0.0313085,0.0005392456],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02380839,0.9088714,0.03374793,0.006936761,0.003657067,0.01676409,0.003944635,0.0003665833,0.001903133],"genre_scores_gemma":[0.6117187,0.2071003,0.1090368,0.007777749,0.002697592,0.05703362,0.003813935,0.0002357534,0.0005855428],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4284448,"threshold_uncertainty_score":0.5283488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5597908586558448,"score_gpt":0.5211500335129168,"score_spread":0.03864082514292799,"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."}}