{"id":"W3027843039","doi":"10.1186/s12911-020-01128-8","title":"Identifying and selecting implementation theories, models and frameworks: a qualitative study to inform the development of a decision support tool","year":2020,"lang":"en","type":"article","venue":"BMC Medical Informatics and Decision Making","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; Ministry of Health and Long Term Care; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Health informatics; Computer science; Decision support system; Management science; Data science; Development (topology); Knowledge management; Clinical decision support system; Process management; Data mining; Medicine; Public health; Engineering; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1158234,0.0007901837,0.00124484,0.003790183,0.01063448,0.006903511,0.003399789,0.002647704,0.002927919],"category_scores_gemma":[0.1332607,0.001074363,0.0008632985,0.003466969,0.01058221,0.007975188,0.007548338,0.004239117,0.000583296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01133887,"about_ca_system_score_gemma":0.02017087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005178632,"about_ca_topic_score_gemma":0.006819862,"domain_scores_codex":[0.9114841,0.07423984,0.002869031,0.002206751,0.005063288,0.004137011],"domain_scores_gemma":[0.8170599,0.1538907,0.006327055,0.003603773,0.01403572,0.005082826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000609242,0.0001604132,0.002971462,0.0005027426,0.000007907727,0.0007353278,0.9765511,0.0001531599,0.000865569,0.003467773,0.0007078457,0.01381581],"study_design_scores_gemma":[0.00003440917,0.0001690229,0.001166944,0.001143197,0.00001520218,0.0003455749,0.9788401,0.0009411433,0.001040001,0.002909392,0.01335646,0.00003844317],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022369,0.0009097676,0.07200519,0.007524995,0.0001675342,0.006489841,0.0004498128,0.00009489063,0.01012106],"genre_scores_gemma":[0.9278685,0.001086531,0.05972227,0.00193253,0.0000307705,0.006337764,0.0001914513,0.00008490241,0.002745194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158234,"threshold_uncertainty_score":0.6125399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5194248201603102,"score_gpt":0.6719727266358105,"score_spread":0.1525479064755003,"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."}}