{"id":"W4307497860","doi":"","title":"[How do we help children who visit an emergency department frequently?]","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Emergency department; Psychosocial; Comorbidity; Quarter (Canadian coin); Medical emergency; Emergency medicine; Family medicine; Pediatrics; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003936465,0.0003431156,0.0006315744,0.0009927877,0.002088942,0.001849479,0.001608718,0.003806589,0.01547402],"category_scores_gemma":[0.0359742,0.0002544845,0.0008486042,0.000968059,0.00150043,0.005951216,0.001971875,0.006074717,0.004534519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002567464,"about_ca_system_score_gemma":0.007863494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02268067,"about_ca_topic_score_gemma":0.03956451,"domain_scores_codex":[0.9978948,0.001150899,0.0002248685,0.0001507375,0.0003249912,0.0002537947],"domain_scores_gemma":[0.9888309,0.002230996,0.00124535,0.0002962459,0.00392001,0.003476473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004354677,0.00008304038,0.01248321,0.001551312,0.00008162411,0.000342383,0.002087908,0.00006010892,0.00007141979,0.00297367,0.7820104,0.1982113],"study_design_scores_gemma":[0.0002177559,0.0002964399,0.06413247,0.0248257,0.0002531605,0.00266594,0.01633402,0.0002087598,0.0001610005,0.01346097,0.8772858,0.0001579465],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004300648,0.04192957,0.0009289448,0.9237799,0.0113739,0.0001486656,0.0005506494,0.00009926923,0.01688843],"genre_scores_gemma":[0.1052607,0.1741236,0.01189584,0.6696503,0.01896947,0.001177678,0.001342107,0.0001738279,0.01740659],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02268067,"threshold_uncertainty_score":0.05176574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01953165838885618,"score_gpt":0.2497782016186011,"score_spread":0.2302465432297449,"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."}}