{"id":"W2018366759","doi":"10.1111/j.1463-1326.2011.01509.x","title":"What matters in ADVANCE and ADVANCE‐ON","year":2011,"lang":"en","type":"review","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Computer Research Institute of Montréal","funders":"Servier; U.S. Department of Veterans Affairs","keywords":"Medicine; Diabetes mellitus; Blood pressure; Disease; Type 2 diabetes; Internal medicine; Glycated haemoglobin; Intensive care medicine; Cardiology; 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":[0.03622121,0.001501883,0.005355168,0.003130763,0.001311351,0.01052928,0.002745209,0.006879932,0.09382492],"category_scores_gemma":[0.1477993,0.00120583,0.00909089,0.006380181,0.002204426,0.009096944,0.003214959,0.006954114,0.008921458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001732978,"about_ca_system_score_gemma":0.005886097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004768352,"about_ca_topic_score_gemma":0.005286246,"domain_scores_codex":[0.9464953,0.03607297,0.004647986,0.005035713,0.005375993,0.00237208],"domain_scores_gemma":[0.8660176,0.09660926,0.01467889,0.009932638,0.007161122,0.005600366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01084197,0.0003545427,0.03804866,0.06932014,0.05609181,0.001208186,0.001852016,0.0009992638,0.0003585942,0.01785896,0.457027,0.3460388],"study_design_scores_gemma":[0.01157504,0.001018208,0.05065661,0.04611018,0.07778186,0.002275015,0.002449407,0.001336679,0.0008133884,0.08193392,0.7235952,0.000454523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01620293,0.633459,0.004803904,0.2128024,0.05956603,0.0005981198,0.01907128,0.0005420324,0.05295422],"genre_scores_gemma":[0.3719013,0.1831065,0.006159083,0.2896623,0.1033864,0.001092269,0.009720892,0.00134397,0.0336273],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09382492,"threshold_uncertainty_score":0.3138756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0209471570295346,"score_gpt":0.2805552572627362,"score_spread":0.2596081002332016,"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."}}