{"id":"W2374832697","doi":"","title":"Analysis on Medical Quality of A Hospital with Composite Index Method in Nearly 3 Years","year":2009,"lang":"en","type":"article","venue":"Hospital Administration Journal of Chinese People's Liberation Army","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Composite index; Quarter (Canadian coin); Composite number; Medicine; Quality (philosophy); Value (mathematics); Statistics; Mathematics; Composite indicator; Computer science; Econometrics; Geography","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":[],"consensus_categories":[],"category_scores_codex":[0.00109082,0.0002011998,0.0007964471,0.0005387707,0.00003787051,0.00005457886,0.0001462121,0.0001348682,0.0002797448],"category_scores_gemma":[0.00122144,0.0001352896,0.0002682442,0.00132744,0.00006950047,0.0003075454,0.00001213776,0.0005086031,0.000005607376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008256757,"about_ca_system_score_gemma":0.0007756748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002951065,"about_ca_topic_score_gemma":0.0001528496,"domain_scores_codex":[0.9961404,0.0002450823,0.001090643,0.0002322662,0.002072965,0.000218692],"domain_scores_gemma":[0.9978252,0.0002966039,0.0006077516,0.0002186868,0.0004556753,0.0005960576],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003381437,0.005365579,0.9786608,0.00003825334,0.000689746,0.0006272181,0.00183697,0.0001307686,0.0001986571,0.0003793849,0.00006899512,0.008622174],"study_design_scores_gemma":[0.004603574,0.01464197,0.9783943,0.0001119296,0.0001351199,0.00005437792,0.00008318816,0.001137038,0.0002504933,0.0004531845,0.00001146339,0.0001233884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787366,0.0000481505,0.01194208,0.008378073,0.0000781503,0.0002994538,0.000008941795,0.00001054454,0.0004979516],"genre_scores_gemma":[0.9958935,0.000035602,0.003418602,0.0003456091,0.0001458433,0.000005520966,0.00006887542,0.00001024063,0.00007616878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01715688,"threshold_uncertainty_score":0.5516952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01078797456746719,"score_gpt":0.3617116806427793,"score_spread":0.350923706075312,"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."}}