{"id":"W3008782492","doi":"10.1186/s12913-020-4935-y","title":"Context, complexity and process in the implementation of evidence-based innovation: a realist informed review","year":2020,"lang":"en","type":"review","venue":"BMC Health Services Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"PsycINFO; Health informatics; Context (archaeology); Nursing research; Knowledge management; Process (computing); Knowledge translation; Computer science; Health administration; Health care; Data science; MEDLINE; Management science; Medicine; Process management; Public health; Nursing","routes":{"ca_aff":true,"ca_fund":false,"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"],"consensus_categories":[],"category_scores_codex":[0.0366958,0.0003834851,0.002212246,0.001125654,0.001214557,0.00004926872,0.001502353,0.0002370253,0.0003997478],"category_scores_gemma":[0.00227842,0.0002401289,0.00009486152,0.01030621,0.0003681611,0.0005182152,0.000327315,0.002119848,0.000093603],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119176,"about_ca_system_score_gemma":0.04580896,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0102061,"about_ca_topic_score_gemma":0.02589413,"domain_scores_codex":[0.9716957,0.01791995,0.005608217,0.0007425511,0.002532527,0.001501073],"domain_scores_gemma":[0.9768323,0.01685233,0.003162626,0.0008703883,0.001903263,0.0003790841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001759745,0.00001423734,0.001406708,0.6986566,0.000005549536,0.000001068422,0.01514255,2.932509e-8,1.463052e-8,0.00141876,0.001763898,0.281573],"study_design_scores_gemma":[0.0005165619,0.0002112125,0.002514211,0.1935694,0.00002005611,0.000002661654,0.02174812,0.00001753694,7.419401e-8,0.0001284218,0.7811294,0.0001423347],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001120965,0.9544427,0.00002487158,0.02574773,0.00008649861,0.01890622,0.0004906706,0.0000335097,0.0001556344],"genre_scores_gemma":[0.0002565583,0.93442,0.0003035808,0.05953446,0.0001725524,0.004907253,0.0003580901,0.00003459635,0.00001292718],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7793655,"threshold_uncertainty_score":0.996385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9293821901166228,"score_gpt":0.7960169099970006,"score_spread":0.1333652801196222,"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."}}