{"id":"W4226119604","doi":"10.1097/pec.0000000000002031","title":"The Parent Perspective on Return Visits to the Pediatric Emergency Department","year":2020,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Emergency department; Family medicine; Prospective cohort study; Pediatrics; Emergency medicine; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002228036,0.000210951,0.0002666266,0.0005896029,0.0008293786,0.001354705,0.0003086963,0.0006020657,0.003139481],"category_scores_gemma":[0.01298458,0.0002198463,0.0004959031,0.0005646709,0.0005388182,0.001140794,0.0009070724,0.001108472,0.0002910657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007558362,"about_ca_system_score_gemma":0.001031859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005903195,"about_ca_topic_score_gemma":0.007500393,"domain_scores_codex":[0.9971752,0.001759719,0.0001557202,0.0001294275,0.0004612661,0.0003187189],"domain_scores_gemma":[0.9906355,0.003587126,0.003110557,0.0002088823,0.001220754,0.001237174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009388984,0.00007338786,0.948724,0.0001259777,0.00007756621,0.002505632,0.0233087,0.00009810881,0.0002310555,0.0003790587,0.004068661,0.02031399],"study_design_scores_gemma":[0.00001793587,0.0003464253,0.9142651,0.0005153716,0.00009384164,0.00691499,0.06670938,0.0002878565,0.0001964822,0.0003377524,0.01027228,0.00004261168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844328,0.00289753,0.0006650274,0.005663938,0.0001632647,0.00001945743,0.0004310759,0.00001352472,0.005713388],"genre_scores_gemma":[0.9965512,0.001808797,0.0003603243,0.0006587758,0.00007642133,0.00001023748,0.0001537013,0.000005334059,0.0003752637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005903195,"threshold_uncertainty_score":0.01178312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02134789844335079,"score_gpt":0.3068537215005317,"score_spread":0.2855058230571809,"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."}}