{"id":"W2014110355","doi":"10.2337/diacare.27.3.849","title":"How to Implement Evidence Into Practice to Improve Diabetes Care","year":2004,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Diabetes Association","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Disease management; MEDLINE; Diabetes management; Clinical Practice; Evidence-based medicine; Intensive care medicine; Family medicine; Evidence-based practice; Disease; Nursing; Alternative medicine; Internal medicine; Endocrinology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0791432,0.001252655,0.001507809,0.003271799,0.00420908,0.01086386,0.004490283,0.05016824,0.01177935],"category_scores_gemma":[0.2791585,0.001183411,0.001820856,0.002077723,0.007732377,0.01932974,0.007753442,0.04699191,0.01006167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008849145,"about_ca_system_score_gemma":0.02736945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005604373,"about_ca_topic_score_gemma":0.008463759,"domain_scores_codex":[0.9140274,0.0513576,0.008754008,0.003005344,0.02055543,0.002300271],"domain_scores_gemma":[0.7064695,0.2121893,0.01220745,0.008886266,0.04838374,0.01186379],"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":[0.00007805467,0.0002384249,0.001140963,0.001387415,0.0001270208,0.0008173038,0.0007358376,0.0003261745,0.0003496783,0.01839858,0.8655404,0.11086],"study_design_scores_gemma":[0.0004291128,0.0002430355,0.001313417,0.007194074,0.00007895928,0.001066045,0.001679073,0.001278001,0.0004266482,0.08585796,0.900299,0.0001347086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000122333,0.001590132,0.0006560297,0.9910976,0.004914643,0.0000344293,0.000012233,0.00003170554,0.001541003],"genre_scores_gemma":[0.005248587,0.004259736,0.01188721,0.9667916,0.009911294,0.0001990487,0.00004107566,0.00003237187,0.001629023],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0791432,"threshold_uncertainty_score":0.4185542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743042169498951,"score_gpt":0.3007199641271137,"score_spread":0.2832895424321241,"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."}}