{"id":"W2911459752","doi":"10.5430/jha.v8n1p50","title":"Hospital value based purchasing scores highly associated with prior year score and organizational characteristics","year":2019,"lang":"en","type":"article","venue":"Journal of Hospital Administration","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Purchasing; Value-Based Purchasing; Medicine; Regression analysis; Operations management; Statistics; Mathematics; Engineering","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":[0.0004198978,0.0001691357,0.0003137595,0.0001416929,0.0003299224,0.00003797917,0.0001003896,0.0001873389,0.000168257],"category_scores_gemma":[0.0008168278,0.0001405803,0.0000424996,0.0002244349,0.00006119153,0.0004472113,0.00002434842,0.0005687694,0.00003466917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939545,"about_ca_system_score_gemma":0.001306851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008480712,"about_ca_topic_score_gemma":0.00001120719,"domain_scores_codex":[0.9979203,0.0002190145,0.0008140216,0.0001897047,0.0005942404,0.0002626645],"domain_scores_gemma":[0.9967447,0.0003716775,0.001498956,0.0001350441,0.001066317,0.0001833363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001425629,0.0001078687,0.9976816,0.0001059416,0.00003437795,0.00001456182,0.0006495796,0.000008217144,0.00008529014,0.0009413327,0.0001329382,0.00009573594],"study_design_scores_gemma":[0.001427602,0.006775227,0.9896369,0.0008003909,0.0000391063,0.000006066353,0.0006162697,0.0002052085,0.0001219343,0.0001605548,0.0000381178,0.0001726376],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950868,0.00002416092,0.0003651285,0.001979296,0.001641817,0.0006695499,0.00006836331,0.00003234883,0.0001325681],"genre_scores_gemma":[0.998124,0.00001133647,0.001102797,0.0001904184,0.0003207148,0.000007802562,0.0001020468,0.00003549171,0.000105416],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008044709,"threshold_uncertainty_score":0.5732697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019947005274661,"score_gpt":0.317436037187331,"score_spread":0.2974890319126701,"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."}}