{"id":"W2324425793","doi":"10.1097/01.hmr.0000342980.30049.4b","title":"The internal processes and behavioral dynamics of hospital boards","year":2009,"lang":"en","type":"article","venue":"Health Care Management Review","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Corporate governance; Business; Dynamics (music); Key (lock); Public relations; Best practice; Accounting; On board; Psychology; Political science; Finance; Management; Economics; Computer science","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":[0.001852379,0.0001969859,0.0005104825,0.00006266063,0.0008144413,0.00001493031,0.0003181714,0.00006026843,0.00003539576],"category_scores_gemma":[0.00008628851,0.0001390213,0.00007153735,0.0003244067,0.00007026734,0.00009029546,0.0002162796,0.0003727177,0.00002350027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000395064,"about_ca_system_score_gemma":0.0002767174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005015182,"about_ca_topic_score_gemma":0.001471668,"domain_scores_codex":[0.9968844,0.0006068135,0.001154288,0.0003221864,0.00042054,0.0006117378],"domain_scores_gemma":[0.9982987,0.0001249961,0.0005877376,0.0004981047,0.0002965922,0.0001938924],"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":[0.00001527272,0.0000858505,0.0008153901,0.09031918,0.00002363299,0.000006049602,0.002189016,7.071736e-8,9.926427e-9,0.05569562,0.04183443,0.8090155],"study_design_scores_gemma":[0.0004571578,0.00105741,0.00875392,0.01759992,0.000104234,7.244932e-7,0.01708362,0.000005601523,1.468706e-7,0.0006978968,0.9540281,0.0002113081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0041598,0.63907,0.001349272,0.3090705,0.001808205,0.01290284,0.00008040867,0.0002349248,0.03132402],"genre_scores_gemma":[0.1347474,0.8221344,0.0008801107,0.03956331,0.0001474249,0.0004562931,0.0001017652,0.00002777974,0.001941516],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9121937,"threshold_uncertainty_score":0.6264107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05379778569531425,"score_gpt":0.4892764735883185,"score_spread":0.4354786878930043,"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."}}