{"id":"W2237163971","doi":"10.1186/s13012-016-0370-1","title":"Barriers and facilitators to uptake of systematic reviews by policy makers and health care managers: a scoping review","year":2015,"lang":"en","type":"review","venue":"Implementation Science","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":182,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; Université Laval; University of Toronto; University of Calgary; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; National Institute for Health and Care Research","keywords":"Systematic review; PsycINFO; MEDLINE; Medicine; Health care; Health services research; Grey literature; Medical education; Relevance (law); Health policy; Publishing; Public health; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2336974,0.0006698512,0.01489286,0.001570242,0.0003516544,0.001008617,0.002280678,0.00006533812,0.0005385831],"category_scores_gemma":[0.05145331,0.0003471305,0.001098568,0.007273542,0.0003089675,0.0005888574,0.0004639261,0.000133844,0.0002419275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004486254,"about_ca_system_score_gemma":0.002815808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009656185,"about_ca_topic_score_gemma":0.00008032654,"domain_scores_codex":[0.9586046,0.01027827,0.02160824,0.002024527,0.006885243,0.0005990684],"domain_scores_gemma":[0.97821,0.001455136,0.01458025,0.003186174,0.001404182,0.001164242],"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":[1.601886e-7,0.000001165555,0.00001296103,0.4631641,0.00002975314,2.570966e-7,0.0009386356,6.7631e-8,1.029575e-7,0.0001118756,0.02377089,0.51197],"study_design_scores_gemma":[0.00008197929,0.00006129328,0.000003632475,0.3340711,0.0005538487,0.00001598848,0.004805346,0.000002162851,1.260954e-7,0.00002550782,0.6601321,0.0002470257],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005838054,0.9785047,0.0007971144,0.0004901576,0.0001234971,0.01960406,0.000267264,0.000005108418,0.0002022137],"genre_scores_gemma":[0.00001113506,0.994736,0.002728245,0.001270554,0.00001937576,0.0009719879,0.00002621718,0.00001699298,0.0002194625],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6363611,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.862982597367848,"score_gpt":0.7048550365311522,"score_spread":0.1581275608366958,"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."}}