{"id":"W2996968603","doi":"10.1177/0009922819896098","title":"Development and Utility of Quality Metrics for Ambulatory Pediatric Cardiology in Kawasaki Disease","year":2020,"lang":"en","type":"article","venue":"Clinical Pediatrics","topic":"Kawasaki Disease and Coronary Complications","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Kawasaki disease; Ambulatory; Cardiology; Intensive care medicine; Quality (philosophy); Internal medicine; Disease","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":[0.0008646815,0.0001434159,0.0006306943,0.0001336168,0.00004532787,0.000004412226,0.0001260689,0.0001437425,0.00001317285],"category_scores_gemma":[0.004289302,0.000138582,0.0002157483,0.0006550685,0.00009802361,0.00004235094,0.0001195074,0.0002348109,0.0000080482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002424094,"about_ca_system_score_gemma":0.0007397638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003112879,"about_ca_topic_score_gemma":0.000001672558,"domain_scores_codex":[0.9977567,0.0001305105,0.001185963,0.0004830059,0.000218079,0.0002257586],"domain_scores_gemma":[0.9972895,0.00128469,0.0002276536,0.0003203899,0.0001834846,0.0006943153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005331124,0.0003190499,0.990774,0.0006321074,0.00001920929,0.00001502693,0.00004880172,0.000003452494,0.000001720637,0.0003465466,0.001732371,0.005574573],"study_design_scores_gemma":[0.001588288,0.0001430659,0.9908565,0.000003120702,0.0003169067,7.301564e-7,0.00005411127,0.0004943848,0.000002082508,0.0003218756,0.006084888,0.0001339996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920328,0.003212679,0.002180296,0.001457109,0.0001212749,0.0006570015,0.00008943354,0.00003963493,0.0002098],"genre_scores_gemma":[0.9936526,0.000832742,0.00340249,0.001251133,0.0007073436,0.0000509952,0.00007233916,0.0000150054,0.00001530447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005440573,"threshold_uncertainty_score":0.5651209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2279445873699566,"score_gpt":0.4338506714056751,"score_spread":0.2059060840357185,"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."}}