{"id":"W2511231430","doi":"10.1111/jdi.12568","title":"Integration of diffusion of innovation theory into diabetes care","year":2016,"lang":"en","type":"editorial","venue":"Journal of Diabetes Investigation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and Technology","keywords":"Medicine; Dissemination; Diffusion of innovations; Diabetes mellitus; Psychological intervention; Disease; Intervention (counseling); Public relations; Marketing; Business; Nursing; Engineering; Telecommunications; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00838708,0.0003105561,0.0009683935,0.001553666,0.0002921709,0.00001413705,0.0005737054,0.0008889778,0.0001681694],"category_scores_gemma":[0.04588301,0.0002285006,0.0001334806,0.001350606,0.0004466651,0.0007840294,0.0001357626,0.001242398,0.00002956267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007425704,"about_ca_system_score_gemma":0.004294245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002114186,"about_ca_topic_score_gemma":0.00002223985,"domain_scores_codex":[0.9902202,0.002420569,0.004766618,0.000267593,0.001842162,0.0004827859],"domain_scores_gemma":[0.9678853,0.009603867,0.01193717,0.0004065527,0.009979109,0.0001879658],"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":[0.00005047612,0.00003212169,0.03411797,0.004361334,0.00008211326,2.173802e-7,0.03095546,0.000003015895,0.2377371,0.001662322,0.6692194,0.02177846],"study_design_scores_gemma":[0.007424665,0.003852458,0.03276736,0.03630337,0.0006599644,2.376651e-7,0.01829868,0.00009823454,0.2011496,0.1075615,0.5906476,0.001236352],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.688004,0.0002077434,0.0004972743,0.0009640335,0.3090292,0.0006940975,0.0003497093,0.00001854006,0.0002353849],"genre_scores_gemma":[0.5207022,0.0002900532,0.006736145,0.001636106,0.4695469,0.0001306236,0.0006129376,0.0001291564,0.0002158903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1673018,"threshold_uncertainty_score":0.9621539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1383577495080528,"score_gpt":0.5339845313819856,"score_spread":0.3956267818739329,"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."}}