{"id":"W2990080112","doi":"10.1108/jhom-08-2019-0237","title":"Strategies to increase physician engagement in acute care settings: a scoping review","year":2019,"lang":"en","type":"review","venue":"Journal of Health Organization and Management","topic":"Innovations in Medical Education","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Originality; Context (archaeology); Psychological intervention; Incentive; Work engagement; Public relations; Participatory action research; Acute care; Work (physics); Nursing; Medicine; Psychology; Medical education; Knowledge management; Sociology; Health care; Political science; Computer science; Social psychology; Creativity","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":[],"consensus_categories":[],"category_scores_codex":[0.001461347,0.0002069996,0.001381743,0.0006949466,0.00007932,0.00004210731,0.0001238602,0.00006565318,0.00004688291],"category_scores_gemma":[0.0002199318,0.0001669901,0.00006559164,0.001536874,0.00001227001,0.0001188962,0.00009253405,0.0003860155,0.00002086515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006760901,"about_ca_system_score_gemma":0.001482782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003842041,"about_ca_topic_score_gemma":0.000001365065,"domain_scores_codex":[0.9974268,0.0002288985,0.001532626,0.0002077521,0.0004101865,0.000193713],"domain_scores_gemma":[0.9980795,0.00002586514,0.001144528,0.000222219,0.0004325796,0.00009526241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001786501,0.00004831108,0.00000328198,0.3689007,0.00007975201,0.00001343524,0.0003945131,7.680478e-7,2.334735e-8,0.0003347465,0.0110942,0.6191284],"study_design_scores_gemma":[0.0002615081,0.0001277372,0.00003234236,0.4326493,0.0006406404,0.00004015399,0.001278021,4.781713e-7,6.053781e-8,0.000002418543,0.5648807,0.00008663961],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006926405,0.9895461,0.001098574,0.004755611,0.0003713062,0.003798653,0.000001972341,0.00001160007,0.0004092849],"genre_scores_gemma":[0.000007956818,0.9786072,0.003920643,0.01705491,0.0001367868,0.00002972874,0.0001342656,0.00003683719,0.00007170688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6190418,"threshold_uncertainty_score":0.6809658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03828840208855693,"score_gpt":0.4332963671221557,"score_spread":0.3950079650335988,"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."}}