{"id":"W1996078861","doi":"10.2337/diacare.27.3.850","title":"How to Implement Evidence Into Practice to Improve Diabetes Care","year":2004,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Diabetes Association","keywords":"Medicine; Diabetes mellitus; MEDLINE; Intensive care medicine; Family medicine; Endocrinology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.232437,0.002469752,0.002795035,0.005993161,0.002620916,0.01361708,0.00597446,0.02710432,0.02094336],"category_scores_gemma":[0.4919684,0.001890552,0.004212252,0.003381158,0.006112454,0.02011519,0.008255084,0.02499446,0.008853156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006510019,"about_ca_system_score_gemma":0.04783572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006740088,"about_ca_topic_score_gemma":0.00912559,"domain_scores_codex":[0.7933044,0.1508552,0.02013242,0.00371361,0.02763182,0.004362596],"domain_scores_gemma":[0.4214104,0.3943407,0.02191728,0.02763059,0.1138839,0.02081723],"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":[0.000628181,0.001175844,0.002681383,0.01411822,0.001090977,0.0005588494,0.001619093,0.002242738,0.0007339961,0.02668144,0.5556087,0.3928606],"study_design_scores_gemma":[0.004111917,0.001429724,0.007943976,0.0733162,0.001123793,0.000672573,0.006953513,0.006690133,0.001691881,0.1676209,0.7276797,0.0007658467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.000995883,0.008611999,0.01111162,0.9538321,0.01717936,0.001347906,0.0001311877,0.0003065319,0.006483363],"genre_scores_gemma":[0.03576001,0.0290436,0.3608601,0.5426055,0.02038319,0.005828623,0.0004505875,0.0003328067,0.004735612],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.232437,"threshold_uncertainty_score":0.9465418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583586084532091,"score_gpt":0.3082704428717055,"score_spread":0.2924345820263846,"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."}}