{"id":"W3096422972","doi":"10.32604/chd.2020.011709","title":"Long-Term Healthcare Utilization, Medical Cost, and Societal Cost in AdultCongenital Heart Disease","year":2020,"lang":"en","type":"article","venue":"Congenital Heart Disease","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Vlaamse regering; Koning Boudewijnstichting; Fonds Wetenschappelijk Onderzoek","keywords":"Medicine; Absenteeism; Emergency medicine; Disease; Health care; Resource use; Population; Economic cost; Pediatrics; Intensive care medicine; Environmental health; Internal medicine","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":[0.001058044,0.0002854975,0.000349417,0.001463164,0.000215913,0.001096217,0.0003005249,0.0004607387,0.001194864],"category_scores_gemma":[0.003124292,0.0001340206,0.000852732,0.002404246,0.0002162569,0.0005339014,0.0007033015,0.000427607,0.0001000274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170696,"about_ca_system_score_gemma":0.0006229277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01262624,"about_ca_topic_score_gemma":0.0137865,"domain_scores_codex":[0.9986548,0.0005626963,0.0002311028,0.000145575,0.0002156901,0.0001900536],"domain_scores_gemma":[0.9985084,0.0003111425,0.0008167182,0.00003902224,0.0001525895,0.0001721257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001865781,0.00006523103,0.9907891,0.0001320345,0.0004266635,0.0001531678,0.00005048933,0.0009166205,0.00005014159,0.0001445696,0.0004958253,0.006589549],"study_design_scores_gemma":[0.000007861511,0.00007727582,0.9972874,0.00009955007,0.00009626885,0.0003737989,0.0001580931,0.001254667,0.00003722718,0.00008714917,0.000513449,0.000007276931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860725,0.008404034,0.0002429012,0.000350908,0.00001850723,0.00001259765,0.004227065,0.000006172946,0.0006653725],"genre_scores_gemma":[0.9966175,0.001025932,0.000168591,0.00004609171,0.00002117267,0.00001269012,0.002018977,0.000001575298,0.00008752076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01262624,"threshold_uncertainty_score":0.02510548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05417186803832584,"score_gpt":0.3455887444728015,"score_spread":0.2914168764344756,"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."}}