{"id":"W3128504810","doi":"10.1177/2333794x21991006","title":"Emergency Department Presentations by Children in Remote Australia: A Population-based Study","year":2021,"lang":"en","type":"article","venue":"Global Pediatric Health","topic":"Prenatal Substance Exposure Effects","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"National Health and Medical Research Council; Australian Government; University of Sydney; Foundation for Alcohol Research and Education; Department of Families, Housing, Community Services and Indigenous Affairs; Medical Research Council","keywords":"Medicine; Emergency department; Pediatrics; Population; Northern territory; Family medicine; Environmental health; Psychiatry","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":[0.0003093907,0.0001719004,0.0003350519,0.00006959352,0.0000815647,0.00001062437,0.00007256964,0.00006997245,0.0001342199],"category_scores_gemma":[0.0002243984,0.0001765803,0.00007060322,0.001255749,0.000004848383,0.00006764066,0.0000303815,0.0001860852,0.00005023577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005664064,"about_ca_system_score_gemma":0.0005682115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006676463,"about_ca_topic_score_gemma":0.003664004,"domain_scores_codex":[0.9977468,0.0002922631,0.000574316,0.0004328424,0.0004932856,0.0004604481],"domain_scores_gemma":[0.9990578,0.00003758364,0.0001413574,0.0003490477,0.00007024214,0.0003439679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003012905,0.0008373889,0.9741226,0.00007314955,0.00002028439,0.0000643931,0.00004561937,0.00009358037,0.000001891581,0.00001125466,0.02367563,0.001024044],"study_design_scores_gemma":[0.002133643,0.0003261584,0.9970962,0.00001099617,0.0000540357,0.00001095061,0.00003277285,0.00007212805,0.000005779531,0.000060042,0.00007749906,0.0001197245],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933013,0.002332475,0.00025056,0.001765857,0.0003204632,0.001651226,0.0002034011,0.00007279906,0.0001018822],"genre_scores_gemma":[0.9974549,0.0001230526,0.0006700641,0.0003499551,0.0002546936,0.00002876543,0.000998479,0.00001217894,0.0001079438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02359813,"threshold_uncertainty_score":0.9999382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02046523822960921,"score_gpt":0.3549604903529491,"score_spread":0.3344952521233399,"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."}}