{"id":"W2128928578","doi":"10.1186/s13012-014-0192-y","title":"Leadership and organizational change for implementation (LOCI): a randomized mixed method pilot study of a leadership and organization development intervention for evidence-based practice implementation","year":2015,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":461,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Institute of Mental Health","keywords":"Implementation research; Health administration; Shared leadership; Leadership development; Leadership style; Health services research; Psychological intervention; Leadership studies; Qualitative research; Intervention (counseling); Health care; Organizational culture; Mental health; Medicine; Context (archaeology); Focus group; Qualitative property; Psychology; Nursing; Public health; Public relations; Social psychology; Sociology; Political science; Computer 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","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.02881964,0.0003249562,0.0005894363,0.0008955811,0.001627349,0.00016321,0.0003517309,0.00006579082,0.0002158714],"category_scores_gemma":[0.01117864,0.0003207471,0.00003871993,0.00214591,0.0003298886,0.00323383,0.000177146,0.0001514277,0.000006190964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008125984,"about_ca_system_score_gemma":0.002813834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001842036,"about_ca_topic_score_gemma":0.004010619,"domain_scores_codex":[0.9916017,0.00260204,0.002475047,0.0009220209,0.001454752,0.0009444064],"domain_scores_gemma":[0.9844475,0.007840985,0.002280801,0.0002793948,0.004728459,0.0004228516],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.01963097,0.000994846,0.2305669,0.003311198,0.000294076,0.000001175362,0.5255662,0.00004007812,0.01353399,0.01408293,0.005321156,0.1866564],"study_design_scores_gemma":[0.1634003,0.003379393,0.08226176,0.0001600829,0.0003130922,0.000005235757,0.7368951,0.0008959635,0.01037909,0.0004577162,0.001356132,0.0004960658],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5884846,0.00009321949,0.3707294,0.01732486,0.0005765786,0.02252837,0.0001500348,0.0001050464,0.000007963998],"genre_scores_gemma":[0.9108286,0.00001365022,0.07711588,0.006100864,0.0001454255,0.005433219,0.0002891528,0.00004611362,0.00002709597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.322344,"threshold_uncertainty_score":0.9999245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8873812260810275,"score_gpt":0.710772879839479,"score_spread":0.1766083462415485,"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."}}