{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002644038,0.0003302315,0.000427612,0.0002502701,0.0001641107,0.000008166485,0.0001799714,0.0001309776,0.0004988767],"category_scores_gemma":[0.0004354467,0.0002611256,0.0001569776,0.001558314,0.00002221304,0.0001298186,0.0001987004,0.0004015676,0.00002196183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006887491,"about_ca_system_score_gemma":0.0001248484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004477291,"about_ca_topic_score_gemma":0.005717752,"domain_scores_codex":[0.9974685,0.0001734664,0.0007495785,0.0005963624,0.0004830031,0.0005290511],"domain_scores_gemma":[0.999035,0.00003572103,0.0001064612,0.0004270576,0.0002487636,0.0001469955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003325876,0.0001667841,0.9814179,0.0001683312,0.00004651457,0.0002230563,0.004819734,0.000002639241,0.00003928719,0.00005085845,0.01183079,0.001200825],"study_design_scores_gemma":[0.0009754832,0.00009062102,0.9936525,0.00002479962,0.0002499855,0.0000658915,0.00348125,0.000004271467,0.00005575367,0.00007916884,0.001030378,0.0002898611],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8808242,0.112589,0.000002409879,0.0003827536,0.0009637558,0.0005476119,0.00008808123,0.00003088907,0.004571327],"genre_scores_gemma":[0.8830376,0.1155825,0.00004843119,0.0001198902,0.0007387761,0.0001183168,0.0002208281,0.00002674325,0.0001069313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01223462,"threshold_uncertainty_score":0.9999841,"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."}}