{"id":"W1933127760","doi":"10.1111/j.1742-1241.2007.01610.x","title":"Type 2 diabetes - treat early, treat intensively","year":2007,"lang":"en","type":"review","venue":"International Journal of Clinical Practice","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"GlaxoSmithKline","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Intervention (counseling); Intensive care medicine; General partnership; Diabetes management; Nursing; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0008374078,0.0008668706,0.00117452,0.001399066,0.0003356453,0.001060193,0.000667881,0.001924708,0.004780024],"category_scores_gemma":[0.001314968,0.0001864676,0.0005052451,0.001237941,0.0003916333,0.001462858,0.0007056971,0.002464523,0.004944562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002993802,"about_ca_system_score_gemma":0.0009318729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009235289,"about_ca_topic_score_gemma":0.001867714,"domain_scores_codex":[0.999653,0.000104391,0.00004126566,0.00002982419,0.0001456877,0.00002579818],"domain_scores_gemma":[0.9996848,0.0001232652,0.00006151435,0.0000216178,0.00006450831,0.00004431228],"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":[0.00003285734,0.0001977802,0.0004181539,0.007620133,0.00007631209,0.0006616418,0.000117335,0.00008852231,0.0007228212,0.002659534,0.07991289,0.9074922],"study_design_scores_gemma":[0.0000523966,0.00007533327,0.002187337,0.008564916,0.00009920132,0.007032455,0.0001643123,0.0000654596,0.0003032285,0.002772124,0.9786662,0.00001698912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003596514,0.9854806,0.0006617739,0.003208849,0.001688393,0.00006562355,0.00003512629,0.00003615709,0.008463774],"genre_scores_gemma":[0.002525829,0.9876808,0.00208813,0.003004084,0.001056619,0.00005707204,0.00008206053,0.000007713996,0.003497612],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004780024,"threshold_uncertainty_score":0.01599079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2056017930833799,"score_gpt":0.5341158196058085,"score_spread":0.3285140265224285,"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."}}