{"id":"W4324056699","doi":"10.1186/s12913-023-09201-4","title":"Implementation through translation: a qualitative case study of translation processes in the implementation of quality improvement collaboratives","year":2023,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Research Fund of Central Denmark Region; Region Midtjylland; University of Toronto; Aarhus Universitet","keywords":"Health administration; Nursing research; Knowledge translation; Quality (philosophy); Quality management; Health informatics; Qualitative research; Qualitative comparative analysis; Health care; Health services research; Process management; Transformative learning; Knowledge management; Empirical research; Computer science; Political science; Medicine; Sociology; Nursing; Business; Operations management; Epistemology; Pedagogy; Social science; Engineering","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.03574509,0.0002085577,0.000561604,0.0007929045,0.001359938,0.00002817517,0.0004901448,0.00009361195,0.0001825585],"category_scores_gemma":[0.0001617459,0.0001681637,0.00004110227,0.0091638,0.0001427293,0.0008206908,0.00008537055,0.0005083857,0.00002134207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003602313,"about_ca_system_score_gemma":0.005390888,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.11312,"about_ca_topic_score_gemma":0.4471841,"domain_scores_codex":[0.9710967,0.02086253,0.003754082,0.0005889202,0.002496199,0.001201594],"domain_scores_gemma":[0.9856997,0.01037264,0.001396041,0.0005176503,0.001867841,0.0001462015],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001348288,0.000194462,0.06138382,0.008834172,0.00001513508,0.000003946499,0.9222988,0.00001252852,0.0004549381,0.0002910206,0.00005202251,0.006324288],"study_design_scores_gemma":[0.00372755,0.001555826,0.08777199,0.0001601188,0.000006505527,0.000001454834,0.9053445,0.00007541247,0.0003509833,0.0004077029,0.0004923264,0.0001055828],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824839,0.0001104735,0.0002624874,0.004420321,0.00008766877,0.01206223,0.0004331864,0.00004466904,0.00009501998],"genre_scores_gemma":[0.9945557,0.0001603632,0.0007560079,0.001149537,0.00007121034,0.003167254,0.0001093243,0.00002283594,0.000007836799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.334064,"threshold_uncertainty_score":0.9999402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7987584716913821,"score_gpt":0.7906998940335881,"score_spread":0.008058577657794053,"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."}}