{"id":"W2750758490","doi":"10.1542/hpeds.2017-0020","title":"Pediatric Price Transparency: Still Opaque With Opportunities for Improvement","year":2017,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute on Aging","keywords":"Transparency (behavior); Medicine; Phone; Health care; Price dispersion; Audit; Business; Accounting; Econometrics; Economics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05152623,0.0006448679,0.0007084676,0.003124296,0.001784364,0.01113907,0.00279318,0.001661689,0.01038436],"category_scores_gemma":[0.2541523,0.0008535571,0.001060551,0.006907052,0.004037537,0.01685397,0.005042093,0.004838452,0.001691692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006391015,"about_ca_system_score_gemma":0.01081177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009033059,"about_ca_topic_score_gemma":0.008791409,"domain_scores_codex":[0.9162971,0.03009618,0.01043562,0.005806815,0.03351778,0.003846377],"domain_scores_gemma":[0.6398106,0.1198194,0.1264377,0.03721309,0.0655947,0.01112459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003665339,0.0002950911,0.5210333,0.001571782,0.0001765046,0.0006131182,0.006319057,0.001368007,0.001071866,0.02729421,0.07840116,0.3614894],"study_design_scores_gemma":[0.0000873801,0.000716067,0.5839236,0.00486464,0.0002146984,0.002756122,0.02233177,0.005370711,0.004085341,0.03116705,0.3441462,0.000336471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5124392,0.01832246,0.049434,0.3402577,0.003444411,0.0007453148,0.01048187,0.00224652,0.06262848],"genre_scores_gemma":[0.9459017,0.005377858,0.02519283,0.01499834,0.001588176,0.0002467309,0.002642464,0.0006272886,0.003424486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05152623,"threshold_uncertainty_score":0.2725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.079468680363461,"score_gpt":0.2621095726756276,"score_spread":0.1826408923121666,"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."}}