{"id":"W3204218409","doi":"10.1097/pec.0000000000002535","title":"Did Emergency Department Visits in Infants and Young Children Increase in the Last Decade?","year":2021,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Emergency department; Bronchiolitis; Intensive care; Respiratory disease; Young adult; El Niño","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001038076,0.0002300356,0.0003402997,0.001112982,0.0004191805,0.001045347,0.0008249981,0.0006710341,0.001365854],"category_scores_gemma":[0.005213936,0.000260563,0.0005794813,0.002805088,0.0003922835,0.001121249,0.0005365796,0.0009330995,0.0002329021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002569539,"about_ca_system_score_gemma":0.00326785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3783526,"about_ca_topic_score_gemma":0.4589213,"domain_scores_codex":[0.998956,0.0001091967,0.0001139543,0.0002497845,0.0002621137,0.0003089839],"domain_scores_gemma":[0.9970836,0.0002241509,0.001661335,0.00008069746,0.0006249888,0.0003252272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009590135,0.000004443367,0.9978096,0.0000265511,0.00002300595,0.00003034673,0.000135517,0.00001754532,0.00001272532,0.00002182984,0.0004519935,0.001456959],"study_design_scores_gemma":[5.862875e-7,0.000005403981,0.9991053,0.00002813492,0.000008197479,0.00005880873,0.0002764873,0.00002935064,0.000008837422,0.000005515307,0.0004721423,0.000001351168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974192,0.009546416,0.0001355163,0.003158815,0.0001268844,0.00002222015,0.009869244,0.00001575242,0.002933074],"genre_scores_gemma":[0.9930166,0.003551828,0.0001351738,0.000283697,0.00008618627,0.00001525913,0.002577406,0.000005063111,0.0003287138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3783526,"threshold_uncertainty_score":0.7523006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007816138794845813,"score_gpt":0.2725656642675076,"score_spread":0.2647495254726618,"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."}}