{"id":"W3142655709","doi":"10.1007/s10198-021-01300-5","title":"Different levels of care for follow-up of adults with congenital heart disease: a cost analysis scrutinizing the impact on medical costs, hospitalizations, and emergency department visits","year":2021,"lang":"en","type":"article","venue":"The European Journal of Health Economics","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"Koning Boudewijnstichting; Fonds Wetenschappelijk Onderzoek","keywords":"Medicine; Emergency department; Heart disease; Disease; Emergency medicine; Population; Medical care; Intensive care medicine; Internal medicine; Nursing; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007978757,0.0001696484,0.0006840391,0.0001007117,0.0001934325,0.00001165831,0.0001175481,0.00001350499,0.00004690174],"category_scores_gemma":[0.0002651181,0.00008933374,0.0003329801,0.0001673985,0.0001041039,0.00004219614,0.000072031,0.0001353681,7.125704e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001447838,"about_ca_system_score_gemma":0.000584343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001198806,"about_ca_topic_score_gemma":0.0001681781,"domain_scores_codex":[0.998071,0.0004156856,0.000909988,0.0001630577,0.0002260617,0.000214262],"domain_scores_gemma":[0.9981315,0.0002376055,0.0005113767,0.0002851735,0.0004780414,0.0003563117],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01435206,0.001298873,0.8290504,0.001882767,0.01366772,0.0001497485,0.01362166,0.0005977623,0.00002545797,0.0003717388,0.002384695,0.1225971],"study_design_scores_gemma":[0.003484935,0.001937979,0.9877325,0.0004332369,0.001410205,0.0000512753,0.00395283,0.0005951911,0.00004788135,0.00001428064,0.0002358217,0.000103886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805043,0.01444092,0.0002173981,0.003419291,0.0001369279,0.0006494615,0.0005505435,0.000003865443,0.00007723295],"genre_scores_gemma":[0.9976329,0.001895641,0.00006121481,0.0002246333,0.0001058172,0.000005697128,0.00003333059,0.00002632417,0.00001441377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.158682,"threshold_uncertainty_score":0.3642924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02338213286544225,"score_gpt":0.3106367778910356,"score_spread":0.2872546450255933,"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."}}