{"id":"W2802004218","doi":"10.1016/j.pcd.2018.04.003","title":"The Berlin Declaration: A call to improve early actions related to type 2 diabetes. Why is primary care important?","year":2018,"lang":"en","type":"review","venue":"Primary care diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada","funders":"NIHR Leicester Biomedical Research Centre; World Heart Federation; National Institute for Health and Care Research; AstraZeneca","keywords":"Medicine; Declaration; Primary care; Type 2 diabetes; Call to action; Diabetes mellitus; Family medicine; Intensive care medicine; Gerontology; Endocrinology; Law; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007346598,0.001001795,0.002295577,0.0007148115,0.0006884503,0.0004634651,0.001070873,0.0007311195,0.0001462695],"category_scores_gemma":[0.0003406808,0.0007019204,0.0009533697,0.002126619,0.0002436597,0.0002419102,0.001001208,0.001239814,0.001341494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001686289,"about_ca_system_score_gemma":0.00143501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001437279,"about_ca_topic_score_gemma":0.00002908824,"domain_scores_codex":[0.9940099,0.000276898,0.001400689,0.001455467,0.001255829,0.001601242],"domain_scores_gemma":[0.99475,0.0005054064,0.0004190706,0.002063471,0.0014487,0.0008133481],"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":[0.00003338016,0.00007582892,0.002021363,0.03030018,0.001085787,0.0000198514,0.0007828671,1.776715e-7,0.00004333453,0.00001866475,0.09685542,0.8687631],"study_design_scores_gemma":[0.0004633111,0.001331924,0.001207108,0.007688438,0.002108373,6.747113e-7,0.0001055432,0.00000203877,0.00006418862,0.0000243899,0.9862104,0.0007935793],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003846458,0.96808,0.000001333844,0.0009725503,0.001853804,0.00599495,0.000349433,0.0002676554,0.01863379],"genre_scores_gemma":[0.0001649665,0.9686071,0.0005586584,0.006139307,0.001265743,0.001804547,0.005547336,0.0004313846,0.01548092],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.889355,"threshold_uncertainty_score":0.9995432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0307631483165402,"score_gpt":0.3184223042425129,"score_spread":0.2876591559259727,"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."}}