{"id":"W2558291797","doi":"10.1097/pec.0000000000000986","title":"Essential Content for Discharge Instructions in Pediatric Emergency Care","year":2016,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Izaak Walton Killam Health Centre; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa; Dalhousie University","funders":"","keywords":"Medicine; Emergency department; Bronchiolitis; Delphi method; Vomiting; Abdominal pain; Presentation (obstetrics); Medical emergency; Pediatrics; Family medicine; Emergency medicine; Psychiatry; Anesthesia; Surgery","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000128024,0.0005245277,0.0006641104,0.0005965216,0.0003496225,0.000005821995,0.0002802577,0.0002460891,0.001483825],"category_scores_gemma":[0.0004954714,0.0003904387,0.0006755691,0.001203077,0.00004450494,0.0002685116,0.0001513411,0.0002545309,0.00009044108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002276913,"about_ca_system_score_gemma":0.0002325011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001325882,"about_ca_topic_score_gemma":0.0006768517,"domain_scores_codex":[0.9963744,0.0000602811,0.001240695,0.0008879697,0.0005314985,0.0009052037],"domain_scores_gemma":[0.9975859,0.00005250799,0.0002756224,0.000564211,0.001224805,0.0002969433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001179707,0.0001373788,0.9498488,0.00141584,0.00007544226,0.00001443249,0.003294825,0.000001535009,0.0004704679,0.0004316624,0.0415141,0.002677503],"study_design_scores_gemma":[0.01061251,0.001438975,0.9081674,0.0001027803,0.004016695,0.00003116907,0.02962932,0.000008538506,0.00121132,0.0007466344,0.04144038,0.002594286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9006924,0.07862495,0.0005467962,0.0009950566,0.01262914,0.001825762,0.0008830447,0.0002122237,0.003590603],"genre_scores_gemma":[0.8748315,0.1166278,0.00027579,0.00002812068,0.005843628,0.0006265121,0.000207724,0.0000876855,0.001471219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04168145,"threshold_uncertainty_score":0.9998547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02167292629201106,"score_gpt":0.2935454821265472,"score_spread":0.2718725558345361,"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."}}