{"id":"W4256484393","doi":"10.21203/rs.3.rs-56645/v2","title":"Understanding the implementation of evidence-informed policies and practices from a policy perspective: a critical interpretive synthesis","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Pierre Elliott Trudeau Foundation","keywords":"Perspective (graphical); Epistemology; Political science; Sociology; Management science; Engineering ethics; Positive economics; Economics; Computer science; Philosophy; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3008509,0.002493187,0.003769469,0.03135258,0.009012551,0.03218415,0.005953887,0.006682768,0.003337056],"category_scores_gemma":[0.3532448,0.001588084,0.002585648,0.02082305,0.0293272,0.02813024,0.01101497,0.01030458,0.0004965466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04213832,"about_ca_system_score_gemma":0.06742228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006481495,"about_ca_topic_score_gemma":0.00615606,"domain_scores_codex":[0.7255273,0.2354093,0.01706789,0.005968445,0.01308172,0.002945421],"domain_scores_gemma":[0.4150712,0.5366646,0.008700572,0.01332738,0.02481838,0.001417894],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001066192,0.0001280649,0.001750901,0.02967753,0.0003982187,0.000790088,0.331919,0.002550558,0.0006679722,0.510869,0.007490297,0.1136518],"study_design_scores_gemma":[0.00008100776,0.0001084242,0.001405164,0.1403059,0.0006507062,0.0002093249,0.3239739,0.003601576,0.001996277,0.3910204,0.1365204,0.0001270646],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07023989,0.1331212,0.4521937,0.2395004,0.005097399,0.0163218,0.00253492,0.0003709921,0.08061972],"genre_scores_gemma":[0.5680871,0.06363274,0.3369049,0.009989567,0.000538138,0.01747521,0.0009164971,0.0002339988,0.002221877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6991491,"threshold_uncertainty_score":0.8621753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8955695486067301,"score_gpt":0.7918933653636565,"score_spread":0.1036761832430736,"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."}}