{"id":"W4220775046","doi":"10.31612/2616-4868.1(19).2022.11","title":"Quality indicators in health care systems: National Resources Focus on Results, Processes and Productivity","year":2022,"lang":"en","type":"article","venue":"Clinical and Preventive Medicine","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Business; HRHIS; Quality (philosophy); Christian ministry; Productivity; Health policy; Medicine; Economic growth; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02968925,0.0006585352,0.001309251,0.006127806,0.001259153,0.009931453,0.001074984,0.001238112,0.006239387],"category_scores_gemma":[0.04142605,0.0002389719,0.0006375615,0.01681962,0.004928395,0.007572947,0.004962214,0.001838255,0.0007519076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009516316,"about_ca_system_score_gemma":0.01566724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009594333,"about_ca_topic_score_gemma":0.00677851,"domain_scores_codex":[0.9681934,0.01662702,0.002922751,0.001994532,0.009134511,0.001127956],"domain_scores_gemma":[0.9326816,0.03421899,0.01153839,0.003564741,0.01623114,0.001765183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000839565,0.0001397899,0.0625646,0.01015532,0.000235964,0.0001323156,0.006139227,0.001522517,0.0007192798,0.2163764,0.05066672,0.651264],"study_design_scores_gemma":[0.00002148134,0.0003434161,0.2358754,0.02303953,0.0003367513,0.0009425879,0.01345761,0.001580969,0.001852648,0.1140966,0.6083152,0.0001377861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.05451079,0.3876418,0.06344111,0.1737674,0.003802705,0.0005249223,0.003402235,0.0007049803,0.312204],"genre_scores_gemma":[0.8105579,0.1147073,0.04547971,0.01496589,0.003224173,0.0006284671,0.001918945,0.000232225,0.008285287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02968925,"threshold_uncertainty_score":0.1570137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3847924730086508,"score_gpt":0.5113814453722749,"score_spread":0.1265889723636241,"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."}}