{"id":"W2116285515","doi":"10.1111/j.1742-1241.2005.00675.x","title":"Earlier intervention in type 2 diabetes: The case for achieving early and sustained glycaemic control","year":2005,"lang":"en","type":"review","venue":"International Journal of Clinical Practice","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"","keywords":"Medicine; Guideline; Type 2 diabetes; Intervention (counseling); Intensive care medicine; Diabetes mellitus; Disease; Clinical trial; Type 1 diabetes; Randomized controlled trial; Pediatrics; Surgery; Internal medicine; Endocrinology; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.002135886,0.0009296546,0.003555814,0.001483741,0.0002800793,0.001199412,0.00109357,0.002284636,0.002682363],"category_scores_gemma":[0.002454222,0.0003394288,0.0009857621,0.002108783,0.0008380641,0.002014402,0.0006394391,0.003033461,0.001205765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007840284,"about_ca_system_score_gemma":0.00151869,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00153565,"about_ca_topic_score_gemma":0.002469782,"domain_scores_codex":[0.9990928,0.0003793052,0.0001270034,0.00009222551,0.0002651151,0.000043615],"domain_scores_gemma":[0.9985819,0.001046604,0.0001533294,0.00004465337,0.0001292847,0.00004430938],"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":[0.0001881364,0.0001269535,0.0001497532,0.03561009,0.0003060394,0.0002700261,0.000120013,0.0004312063,0.0005752634,0.00587301,0.0125818,0.9437677],"study_design_scores_gemma":[0.0002217969,0.0004042391,0.002300411,0.04024908,0.000546535,0.0028969,0.0002725953,0.0002322056,0.0004848478,0.0101849,0.9421551,0.00005141838],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007576583,0.9988319,0.0001319637,0.0004575757,0.0001363781,0.000003233216,0.000002902285,0.00000397455,0.0003563049],"genre_scores_gemma":[0.0008257314,0.9980263,0.0005177557,0.0003230257,0.0001189966,0.000008332083,0.000004267206,0.00000148308,0.0001740542],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003555814,"threshold_uncertainty_score":0.0112958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08451894490346816,"score_gpt":0.493347111225063,"score_spread":0.4088281663215949,"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."}}