{"id":"W3004627401","doi":"10.12927/hcq.2020.26049","title":"Patient Engagement in a Large-Scale Change Initiative: “As Safe as Possible, as Soon as Possible”","year":2020,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Patient Safety Institute","funders":"","keywords":"Patient safety; Transformational leadership; Action plan; Scale (ratio); Action (physics); Managing change; Corporate governance; Medicine; Nursing; Stakeholder engagement; Best practice; Public relations; Political science; Business; Health care; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02364813,0.0006248031,0.0003466341,0.0004853246,0.0215204,0.01122095,0.001922906,0.00446935,0.007306951],"category_scores_gemma":[0.02875415,0.0005133606,0.0006031728,0.0005100928,0.01106083,0.006593063,0.01733316,0.01287222,0.002468645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008339673,"about_ca_system_score_gemma":0.03040705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002628,"about_ca_topic_score_gemma":0.02411219,"domain_scores_codex":[0.9532367,0.03617171,0.0005512437,0.00109413,0.004401168,0.004545003],"domain_scores_gemma":[0.9718702,0.006614397,0.001361003,0.00146789,0.003268648,0.01541796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001902089,0.001957967,0.01551817,0.0003918117,0.00005921917,0.001538988,0.6681842,0.0004717883,0.003751594,0.02636976,0.1511801,0.1303861],"study_design_scores_gemma":[0.00008492152,0.0007798089,0.008755975,0.0004062599,0.0000248272,0.001009502,0.5226848,0.0006704946,0.001862829,0.01415785,0.4493976,0.0001651989],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3771135,0.0007594892,0.04202531,0.3898064,0.001979069,0.002309013,0.0002164863,0.00133051,0.1844603],"genre_scores_gemma":[0.92652,0.0005040513,0.01824689,0.03290959,0.0002774542,0.00104467,0.0001432282,0.0002439428,0.02011028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02364813,"threshold_uncertainty_score":0.1250647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2199175927227468,"score_gpt":0.4295066772190894,"score_spread":0.2095890844963426,"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."}}