{"id":"W3092236302","doi":"10.5430/jha.v9n5p1","title":"Comprehensive approach for strengthening the management of regional referral hospitals in Tanzania","year":2020,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan International Cooperation Agency; Strong","keywords":"Tanzania; Referral; Psychological intervention; Business; Operations management; Quality management; Health care; Service delivery framework; Health management system; Medicine; Nursing; Process management; Service (business); Marketing; Economic growth; Environmental planning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003338939,0.00008675423,0.0002666234,0.0000698437,0.0000378163,0.00002574491,0.0001899363,0.0000404635,0.000007737378],"category_scores_gemma":[0.00002748618,0.00007570253,0.0001182119,0.0001419376,0.00003141453,0.0001675093,0.00002593188,0.0001057055,0.000001948607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004410357,"about_ca_system_score_gemma":0.00002512317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001721772,"about_ca_topic_score_gemma":0.000001873044,"domain_scores_codex":[0.9987545,0.00001495438,0.0008938224,0.0001333811,0.00006851679,0.0001348484],"domain_scores_gemma":[0.9989496,0.00003374674,0.0007996703,0.00009162505,0.00006671312,0.00005857069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0004733788,0.0007189536,0.01011401,0.001013443,0.0004251552,0.00002740434,0.004496409,0.001348302,0.00001352502,0.972921,0.00449299,0.003955482],"study_design_scores_gemma":[0.01514879,0.05622426,0.5100935,0.0006954939,0.0002510283,0.00005728325,0.03910319,0.03347915,0.0009779854,0.1381714,0.2037957,0.002002263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9439542,0.001002809,0.01859751,0.03173191,0.000277964,0.0007351554,0.00005444909,0.000006703618,0.00363927],"genre_scores_gemma":[0.9911811,0.0001590771,0.008029355,0.0004193964,0.0001500314,0.00001504197,0.000009871887,0.000008494239,0.0000275907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8347496,"threshold_uncertainty_score":0.3087059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0888434818561696,"score_gpt":0.2943654244845306,"score_spread":0.205521942628361,"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."}}