{"id":"W2886951851","doi":"10.1016/j.jcjd.2018.08.189","title":"Process Evaluation of the Diabetes Canada Guidelines Dissemination Strategy Using the Reach Effectiveness Adoption Implementation Maintenance (RE-AIM) Framework","year":2018,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Diabetes Canada; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Diabetes Canada","keywords":"Medicine; Process (computing); Process management; Risk analysis (engineering); Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009802333,0.0001498114,0.0002535281,0.0001815772,0.001218423,0.00002936815,0.0004937666,0.00009580173,0.0003298386],"category_scores_gemma":[0.007465765,0.00009525124,0.0000575261,0.0008499505,0.0002330632,0.0003669986,0.00002199416,0.0003886353,0.000001906191],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534636,"about_ca_system_score_gemma":0.01835932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1105891,"about_ca_topic_score_gemma":0.8212815,"domain_scores_codex":[0.9948067,0.002146832,0.001225114,0.0001684646,0.0009843218,0.00066856],"domain_scores_gemma":[0.9901461,0.001692425,0.00162243,0.0002867256,0.005960926,0.0002913884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004456578,0.000006008878,0.9690279,0.0002594317,0.00004606681,1.968809e-7,0.006200724,0.001036485,0.002180852,0.0003638836,0.008500802,0.01237314],"study_design_scores_gemma":[0.0005513133,0.0001217747,0.9655976,0.001677285,0.0001346303,6.449493e-7,0.01752937,0.00481482,0.005194216,0.003269318,0.000953283,0.0001557802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99125,0.0001279351,0.0002555102,0.005789821,0.001326116,0.00102902,0.0001084124,0.000003599131,0.000109574],"genre_scores_gemma":[0.9971558,0.000002414986,0.0001744672,0.002067595,0.0005088882,0.00005774605,0.000005603374,0.00001734632,0.00001009739],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7106923,"threshold_uncertainty_score":0.9872057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3752380011736109,"score_gpt":0.6142221237457295,"score_spread":0.2389841225721185,"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."}}