{"id":"W2969218509","doi":"10.1080/01442872.2019.1656182","title":"How policy tools evolve in the healthcare sector. Five countries compared","year":2019,"lang":"en","type":"article","venue":"Policy Studies","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Corporate governance; Health care; Work (physics); Healthcare system; Healthcare policy; Healthcare delivery; Business; Health policy; Economic growth; Economics; Finance; Health care reform","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01346059,0.0001486792,0.0002411613,0.003401263,0.001402269,0.008092758,0.0004898949,0.001433236,0.001766637],"category_scores_gemma":[0.02157442,0.0002626016,0.0003718595,0.004617762,0.004165257,0.00374725,0.003218699,0.001182572,0.0001431576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01420108,"about_ca_system_score_gemma":0.009180121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05053164,"about_ca_topic_score_gemma":0.04772706,"domain_scores_codex":[0.9871094,0.007742562,0.0009066261,0.0007029237,0.001736627,0.001801782],"domain_scores_gemma":[0.9870073,0.006172655,0.002706351,0.000886377,0.002143017,0.001084281],"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":[0.0002007443,0.0001238166,0.1539425,0.000467207,0.0001883762,0.0009201164,0.02270912,0.007000237,0.0007154378,0.6964732,0.004316301,0.112943],"study_design_scores_gemma":[0.000118429,0.0002838418,0.5501086,0.00285316,0.0002146101,0.0008370447,0.09189773,0.005268822,0.002462694,0.06887717,0.2768901,0.000187915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8103642,0.01591665,0.00497119,0.03385822,0.0001977611,0.000153586,0.0006726199,0.00003672352,0.1338291],"genre_scores_gemma":[0.9930698,0.001950308,0.001242437,0.001300761,0.00001163325,0.00003806024,0.0001154638,0.000009629765,0.002261896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05053164,"threshold_uncertainty_score":0.1030365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1533250171904654,"score_gpt":0.3452552831786074,"score_spread":0.191930265988142,"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."}}