{"id":"W2083029092","doi":"10.1186/1748-5908-5-14","title":"A systematic review of the use of theory in the design of guideline dissemination and implementation strategies and interpretation of the results of rigorous evaluations","year":2010,"lang":"en","type":"review","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":648,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Chief Scientist Office, Scottish Government Health and Social Care Directorate; Scottish Government","keywords":"Construct (python library); Psychological intervention; Management science; Social cognitive theory; Systematic review; Academic detailing; Health services research; Research design; Guideline; Theory of planned behavior; Interpretation (philosophy); Medicine; Psychology; Computer science; Social psychology; MEDLINE; Sociology; Public health; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2215336,0.002989606,0.01205901,0.03401088,0.002599091,0.007929786,0.004867482,0.00459326,0.003567279],"category_scores_gemma":[0.5232792,0.002808301,0.01028348,0.02251303,0.004415231,0.007392635,0.004240926,0.003310899,0.0006031248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01797927,"about_ca_system_score_gemma":0.08143277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01198704,"about_ca_topic_score_gemma":0.02737503,"domain_scores_codex":[0.7372266,0.1303166,0.08309773,0.005701965,0.04178248,0.001874594],"domain_scores_gemma":[0.486811,0.3890878,0.05279578,0.01092204,0.05823867,0.002144688],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002726401,0.00006065349,0.001555783,0.8657891,0.007020483,0.0001472434,0.00152068,0.000314294,0.000209583,0.001372179,0.003037988,0.1186994],"study_design_scores_gemma":[0.0002116942,0.0001634906,0.001607524,0.9742371,0.01237128,0.0001004184,0.0005782413,0.0001454607,0.000234645,0.0008440038,0.009467614,0.00003859888],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004090154,0.9712963,0.006469407,0.003091989,0.001065993,0.0106745,0.001332977,0.00007640487,0.001902358],"genre_scores_gemma":[0.06729598,0.8761262,0.02798117,0.002456255,0.0002925474,0.02425241,0.001204835,0.00005702746,0.0003334752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.987941,"threshold_uncertainty_score":0.9599876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.675377176972941,"score_gpt":0.7400518025235054,"score_spread":0.06467462555056447,"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."}}