{"id":"W2483396302","doi":"10.1007/s10488-016-0751-4","title":"The Roles of System and Organizational Leadership in System-Wide Evidence-Based Intervention Sustainment: A Mixed-Method Study","year":2016,"lang":"en","type":"article","venue":"Administration and Policy in Mental Health and Mental Health Services Research","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":274,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Institute on Drug Abuse; National Institute of Mental Health; Centers for Disease Control and Prevention; National Center for Injury Prevention and Control; National Institutes of Health","keywords":"Transformational leadership; Context (archaeology); Implementation; Leadership style; Public relations; Process management; Political science; Business; Engineering; Geography","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0168349,0.0001951388,0.0003972915,0.0006707386,0.001974824,0.00005476694,0.0002244267,0.0001017175,0.00001232939],"category_scores_gemma":[0.0002248962,0.0001370931,0.00001980121,0.0009997338,0.0002419955,0.0003836057,0.0001788712,0.0003754636,0.000007076279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098343,"about_ca_system_score_gemma":0.003524005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01123185,"about_ca_topic_score_gemma":0.05296538,"domain_scores_codex":[0.9879654,0.007518252,0.001849806,0.0005050634,0.0009316891,0.001229811],"domain_scores_gemma":[0.9946951,0.003498536,0.0005998859,0.000240296,0.0001741399,0.0007920836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001866645,0.0003898521,0.7589158,0.04114923,0.00001475609,0.000003607928,0.1339365,4.562237e-7,0.0001234135,0.02341754,0.0003445652,0.03983764],"study_design_scores_gemma":[0.005395573,0.002754938,0.1565794,0.01086951,0.000001681277,0.00001341288,0.8215286,0.0006457603,0.00007316584,0.00009446579,0.001900016,0.0001435421],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8614691,0.001848243,0.00005899746,0.1303921,0.000196445,0.005723696,0.0001942676,0.00003131766,0.00008583999],"genre_scores_gemma":[0.992308,0.001664168,0.000141639,0.005207533,0.00007597198,0.000398415,0.00003568003,0.00001781307,0.0001507521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.687592,"threshold_uncertainty_score":0.9993244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3872101624910185,"score_gpt":0.6379884871990655,"score_spread":0.250778324708047,"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."}}