{"id":"W4366213670","doi":"10.3389/frhs.2023.1112936","title":"Facilitating facilitators to facilitate—Some general comments on a strategy for knowledge implementation in health services","year":2023,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Karolinska Institutet; Högskolan Dalarna; Region Östergötland; University of Ottawa","keywords":"Facilitator; Context (archaeology); Psychological intervention; Comprehension; Quality (philosophy); Knowledge management; Health care; Quality management; Psychology; Process management; Computer science; Nursing; Medicine; Business; Political science; Service (business); Social psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.009967743,0.0004887267,0.001028211,0.002024746,0.00144887,0.00004966902,0.0007459483,0.0001960647,0.00009279802],"category_scores_gemma":[0.0001415152,0.0005148849,0.00008876035,0.002889103,0.00005045212,0.0007380966,0.0002251852,0.0006315662,0.0004813828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002734867,"about_ca_system_score_gemma":0.001852751,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0428345,"about_ca_topic_score_gemma":0.0502895,"domain_scores_codex":[0.9882113,0.00299322,0.003728643,0.001158918,0.000728756,0.003179121],"domain_scores_gemma":[0.994826,0.002409855,0.0009436089,0.000570102,0.0002144928,0.001035938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003947109,0.0001307408,0.2422224,0.03945839,0.00002959824,0.000003050064,0.6104401,0.004312342,0.00002397052,0.001354402,0.04964782,0.0519825],"study_design_scores_gemma":[0.005794236,0.001493936,0.1751477,0.002528741,0.000002982465,3.081931e-7,0.5759816,0.01577467,0.000007803339,0.003390894,0.2192972,0.0005799522],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9499048,0.0004216451,0.0009399982,0.03000958,0.003040057,0.01157945,0.003568392,0.0003570382,0.0001790118],"genre_scores_gemma":[0.7881992,0.0007099346,0.02123029,0.174273,0.0005835109,0.01101945,0.00187165,0.0001692151,0.001943802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1696494,"threshold_uncertainty_score":0.9998511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3742240152200929,"score_gpt":0.6026755277477142,"score_spread":0.2284515125276213,"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."}}