{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07878208,0.002102358,0.0008942044,0.001746117,0.0157673,0.01161679,0.007564559,0.03809378,0.008624773],"category_scores_gemma":[0.1106044,0.0009258933,0.003436741,0.001778561,0.02999951,0.02680839,0.01198429,0.04186144,0.002659457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01236257,"about_ca_system_score_gemma":0.02940132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02151693,"about_ca_topic_score_gemma":0.02538384,"domain_scores_codex":[0.9346298,0.04920122,0.002713137,0.003598257,0.005886597,0.003971002],"domain_scores_gemma":[0.8519285,0.1156877,0.00485205,0.003639844,0.01728898,0.006603033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002337548,0.0001729008,0.001089452,0.002628448,0.00004913464,0.001562772,0.1430422,0.0006472324,0.001542021,0.1839582,0.622319,0.04275486],"study_design_scores_gemma":[0.0001122398,0.0002312304,0.0008632083,0.004120307,0.00004950056,0.0006508603,0.08796886,0.0004614687,0.0008866409,0.0298547,0.8745986,0.0002024987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009369911,0.001538672,0.001888271,0.9883918,0.004421234,0.00008743721,0.0000190872,0.00004841058,0.002668081],"genre_scores_gemma":[0.05819944,0.005493187,0.01355479,0.9048753,0.005127516,0.000992036,0.00003431134,0.000188412,0.01153496],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07878208,"threshold_uncertainty_score":0.4166445,"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."}}