{"id":"W4404859202","doi":"10.3390/healthcare12232395","title":"Characterizing Managerial Decision Making in Public Hospitals: A Case Study from Romania","year":2024,"lang":"en","type":"article","venue":"Healthcare","topic":"Economic and Business Studies","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College; Sheridan College","funders":"","keywords":"Ethical decision; Legislature; Health care; Public relations; Business; Management science; Knowledge management; Psychology; Political science; Computer science; Economics; Social psychology","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":[0.004460718,0.0003695727,0.000411937,0.001253804,0.004441897,0.002350962,0.001007758,0.001047951,0.002024964],"category_scores_gemma":[0.007939038,0.0003779925,0.0003687569,0.001393218,0.003364661,0.001009969,0.002348564,0.001534526,0.0001830282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006092706,"about_ca_system_score_gemma":0.004735164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009421316,"about_ca_topic_score_gemma":0.01920408,"domain_scores_codex":[0.9959179,0.002805028,0.0001305459,0.0001499977,0.0001822256,0.0008143197],"domain_scores_gemma":[0.9940136,0.003425045,0.001223344,0.0003015999,0.0004104979,0.000625962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"case_report","study_design_scores_codex":[0.0004000471,0.001855143,0.1859466,0.000762357,0.00006731123,0.04458947,0.6885454,0.002591116,0.002044088,0.01076536,0.004281186,0.05815197],"study_design_scores_gemma":[0.00003344635,0.0003883471,0.08131486,0.0004859804,0.00002026346,0.005385883,0.8929003,0.001590111,0.0007443965,0.001023761,0.01606976,0.00004290965],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965635,0.0002230133,0.0004968288,0.0004491043,0.000008672138,0.0000592424,0.00002299283,0.00000259994,0.002174036],"genre_scores_gemma":[0.998318,0.0002928153,0.000698285,0.0001576733,0.00000822758,0.00004538931,0.00002036233,0.00000376801,0.0004556216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009421316,"threshold_uncertainty_score":0.0442059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07804407287699518,"score_gpt":0.2976033344691417,"score_spread":0.2195592615921466,"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."}}