{"id":"W2767139063","doi":"10.1007/s10488-017-0835-9","title":"Comparing Agency Leader and Therapist Perspectives on Evidence-Based Practices: Associations with Individual and Organizational Factors in a Mental Health System-Driven Implementation Effort","year":2017,"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":50,"is_retracted":false,"has_abstract":false,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"National Institute of Mental Health","keywords":"Health administration; Health informatics; Mental health; Agency (philosophy); Context (archaeology); Psychology; Public health; Evidence-based practice; Perception; Applied psychology; Nursing; Medicine; Psychotherapist; Alternative medicine; Sociology","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.005540219,0.0003138618,0.0005483774,0.0007752362,0.007184827,0.0003031708,0.000250556,0.0001254609,0.00003468772],"category_scores_gemma":[0.0001346134,0.0002843298,0.00001730579,0.0005610668,0.0003671991,0.001145158,0.0001903245,0.000768822,0.000005057094],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002436201,"about_ca_system_score_gemma":0.006234217,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06050598,"about_ca_topic_score_gemma":0.1007329,"domain_scores_codex":[0.993173,0.002246808,0.001311967,0.0007854061,0.001143846,0.001338942],"domain_scores_gemma":[0.9960462,0.0008204288,0.001619484,0.000285866,0.000143919,0.001084091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003003177,0.0001282173,0.7542886,0.002578998,0.0000129052,9.38132e-7,0.2385756,4.230411e-7,0.00001507706,0.002450013,0.0002267518,0.001422172],"study_design_scores_gemma":[0.00320626,0.001897265,0.6830366,0.001608545,0.000001620359,0.000008734826,0.3087477,0.0004117388,0.00001023456,0.00002270969,0.0008925461,0.0001560955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8595716,0.0008325611,0.000003514017,0.134502,0.0001000554,0.00413337,0.0006918614,0.00002994437,0.0001350425],"genre_scores_gemma":[0.9798296,0.005894348,0.0003043268,0.01290066,0.0001220769,0.0002446765,0.0006312414,0.00002973015,0.00004334475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1216014,"threshold_uncertainty_score":0.9999609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5338409004869996,"score_gpt":0.6713516174659973,"score_spread":0.1375107169789976,"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."}}