{"id":"W2400274013","doi":"10.1186/s12913-016-1398-2","title":"Hybrid management, organizational configuration, and medical professionalism: evidence from the establishment of a clinical directorate in Portugal","year":2016,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"École Nationale d'Administration Publique","funders":"","keywords":"Health administration; Autonomy; Bureaucracy; Corporate governance; Clinical governance; Public relations; Health care; Medicine; Witness; Public health; Nursing; Political science; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00919933,0.0001683409,0.0002829687,0.001382076,0.004613341,0.005095253,0.001018635,0.001183418,0.002308707],"category_scores_gemma":[0.02314531,0.0003757512,0.0002212347,0.001766022,0.007487067,0.001894829,0.004790646,0.001102577,0.0001863389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0073344,"about_ca_system_score_gemma":0.01028941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0157317,"about_ca_topic_score_gemma":0.03966825,"domain_scores_codex":[0.9902192,0.006032549,0.0004702676,0.0006312666,0.001260021,0.001386707],"domain_scores_gemma":[0.958445,0.02160341,0.01097178,0.001985222,0.001627006,0.005367607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005751456,0.0007184201,0.414377,0.001030551,0.00006908237,0.004500949,0.4948772,0.0005932847,0.0009171608,0.01559306,0.00238535,0.06436277],"study_design_scores_gemma":[0.00005384092,0.0004514163,0.4570202,0.001090539,0.00002468581,0.001362372,0.5151742,0.0004079653,0.0003597968,0.001592282,0.02241459,0.00004815984],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864525,0.0008021885,0.0002769031,0.001600543,0.00002831234,0.00003422887,0.00002779719,0.000004832367,0.01077264],"genre_scores_gemma":[0.9992397,0.0002099897,0.0001078805,0.0001190775,0.0000108751,0.000007630951,0.00001079605,0.000002287458,0.0002918762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0157317,"threshold_uncertainty_score":0.05321503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1066563655991166,"score_gpt":0.4201998730039528,"score_spread":0.3135435074048362,"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."}}