{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03335823,0.0002253145,0.001128352,0.0004533891,0.0003363024,0.00002647963,0.0009346032,0.00009053971,0.00004439466],"category_scores_gemma":[0.0128402,0.0001162368,0.0001253262,0.002596757,0.001053073,0.0008069215,0.0002513468,0.0002971343,3.604285e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283127,"about_ca_system_score_gemma":0.003578543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005809149,"about_ca_topic_score_gemma":0.0007379455,"domain_scores_codex":[0.9833528,0.00765607,0.006626587,0.0003676357,0.00168168,0.0003152013],"domain_scores_gemma":[0.9755512,0.01221222,0.00967435,0.0008616578,0.001653725,0.00004687626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00003790007,0.00006778521,0.0003086127,0.7304813,0.00005599336,8.307856e-8,0.0753869,0.00002976542,0.001410298,0.01472701,0.0006430162,0.1768514],"study_design_scores_gemma":[0.003257536,0.0006620068,0.01267089,0.8032953,0.003682888,0.00002604495,0.1625198,0.001551372,0.001538354,0.003988623,0.006154733,0.0006524404],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02250817,0.8108507,0.04179416,0.005551291,0.001561456,0.1105017,0.006929575,0.00003442422,0.000268521],"genre_scores_gemma":[0.1447978,0.8482,0.004284391,0.0009034048,0.00002669425,0.001633688,0.00009974858,0.00002997032,0.00002432485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1761989,"threshold_uncertainty_score":0.9954751,"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."}}