{"id":"W2150784138","doi":"10.1080/00036840600749730","title":"Are hospitals seasonally inefficient? Evidence from Washington State","year":2008,"lang":"en","type":"article","venue":"Applied Economics","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Allocative efficiency; Inefficiency; Quarter (Canadian coin); Economics; Panel data; Government (linguistics); Public economics; Health care; Econometrics; Economic growth; Microeconomics; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00204842,0.0002829092,0.0006127324,0.0002685021,0.0003996951,0.0004284153,0.001669873,0.0001106782,0.0003613475],"category_scores_gemma":[0.001454656,0.0002548085,0.0002170056,0.0006929237,0.000288828,0.0005409475,0.000341832,0.0002330441,0.003776899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000170965,"about_ca_system_score_gemma":0.0001609439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008209715,"about_ca_topic_score_gemma":0.0002626676,"domain_scores_codex":[0.9965392,0.00007769221,0.001055044,0.00116766,0.0006807299,0.0004796599],"domain_scores_gemma":[0.9950463,0.002158101,0.001069892,0.001318561,0.0001889206,0.0002182211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001724919,0.0002809773,0.5281869,0.000005779098,0.0001624435,0.00004809273,0.00473003,0.4206505,0.001786614,0.002138791,0.02075912,0.0210782],"study_design_scores_gemma":[0.000849058,0.0000655019,0.8857729,0.00006567211,0.00007145879,0.00001319144,0.001179346,0.05598721,0.007748272,0.03423456,0.01270935,0.001303467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919779,0.0002775586,0.004057991,0.000802109,0.0003290782,0.0001965826,0.00005898813,0.0000901254,0.002209707],"genre_scores_gemma":[0.9957782,0.0001790522,0.002088847,0.001028814,0.0001295647,0.0000151573,0.000008826465,0.00002913979,0.0007423894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3646633,"threshold_uncertainty_score":0.9999904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08304282100364609,"score_gpt":0.309085194915783,"score_spread":0.2260423739121369,"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."}}