{"id":"W2145816549","doi":"10.4037/ajcc2010627","title":"“Inside Looking In” or “Inside Looking Out”? How Leaders Shape Cultures Equipped for Evidence-Based Practice","year":2010,"lang":"en","type":"review","venue":"American Journal of Critical Care","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Facilitator; Organizational culture; Medicine; Context (archaeology); Qualitative research; CINAHL; Public relations; CLARITY; Culture change; Early adopter; Implementation research; Evidence-based practice; Nursing; Medical education; Psychology; Psychological intervention; Social psychology; Political science; Alternative medicine; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0520743,0.0003200053,0.001171624,0.002999987,0.002556789,0.01388676,0.002070783,0.002315341,0.004522278],"category_scores_gemma":[0.09820243,0.000586568,0.0008488994,0.003488637,0.005677758,0.01228635,0.005396967,0.003526787,0.0009015627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005367304,"about_ca_system_score_gemma":0.01852374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003295987,"about_ca_topic_score_gemma":0.00650414,"domain_scores_codex":[0.9365172,0.04879828,0.004166337,0.001959882,0.00612211,0.002436121],"domain_scores_gemma":[0.9150318,0.06764413,0.005645605,0.001557688,0.006655099,0.003465688],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002626193,0.0002323899,0.01103108,0.0489803,0.0004277347,0.0008699564,0.2353719,0.0003196554,0.0009327949,0.1190572,0.04109505,0.5414193],"study_design_scores_gemma":[0.0002881445,0.0005414955,0.01508311,0.1727392,0.0005129869,0.0009272624,0.2472066,0.0002916189,0.001167452,0.06820415,0.4928307,0.0002072197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.08868451,0.560095,0.01180854,0.2564048,0.004177917,0.0007277704,0.0003878959,0.0001698337,0.07754383],"genre_scores_gemma":[0.6739574,0.2523689,0.02452643,0.04142301,0.0008750231,0.001398429,0.0002892885,0.0001829506,0.004978538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9479257,"threshold_uncertainty_score":0.2753985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3765999366558583,"score_gpt":0.6135963067616015,"score_spread":0.2369963701057432,"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."}}