{"id":"W4377011563","doi":"10.26633/rpsp.2023.75","title":"Análisis comparativo de la acreditación de unidades médicas en Canadá, Chile, la Comunidad Autónoma de Andalucía, Dinamarca y México","year":2023,"lang":"es","type":"article","venue":"Revista Panamericana de Salud Pública","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Certification; Incentive; Health care; Bureaucracy; Political science; Public health care; Welfare economics; Humanities; Geography; Business; Library science; Health policy; Computer science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01112426,0.00094329,0.001848324,0.0009653344,0.001808793,0.0005465318,0.001569157,0.001037854,0.0008648842],"category_scores_gemma":[0.002590171,0.001013605,0.0004368882,0.003721209,0.001106568,0.0002531391,0.0008275639,0.003080742,0.0004247454],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003971979,"about_ca_system_score_gemma":0.008241211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1256516,"about_ca_topic_score_gemma":0.004964487,"domain_scores_codex":[0.9741231,0.01832668,0.001780091,0.001178526,0.0009492658,0.003642309],"domain_scores_gemma":[0.9874754,0.007051698,0.0009547659,0.001792838,0.000259417,0.002465879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002546099,0.0005372429,0.3736751,0.006112004,0.00082213,0.001052425,0.02208896,0.0001821565,0.0002331596,0.1573833,0.4076668,0.02999204],"study_design_scores_gemma":[0.0006975704,0.0002399159,0.4017997,0.001106349,0.0002384417,0.0000443439,0.01180274,0.002615299,0.000009203863,0.0003890445,0.5804212,0.0006361739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8790458,0.003771864,0.002955867,0.08524762,0.0005546904,0.003070487,0.0019085,0.001353505,0.02209169],"genre_scores_gemma":[0.971332,0.01037395,0.002720585,0.00975193,0.001404408,0.0005102182,0.0003431469,0.0002419867,0.003321768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1727544,"threshold_uncertainty_score":0.9998516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0404509750854765,"score_gpt":0.4452495000350679,"score_spread":0.4047985249495913,"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."}}