{"id":"W4321443799","doi":"10.1111/acem.14704","title":"Ambulatory follow‐up among publicly insured children discharged from the emergency department","year":2023,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Alberta Children's Hospital; McMaster Children's Hospital; University of Calgary","funders":"AG Bell Academy for Listening and Spoken Language","keywords":"Medicine; Ambulatory; Emergency department; Medicaid; Hazard ratio; Ambulatory care; Proportional hazards model; Emergency medicine; Logistic regression; Pediatrics; Health care; Internal medicine; Confidence interval","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":[0.0005171862,0.0001635807,0.000238587,0.0008154658,0.0003488784,0.0005186047,0.0003452532,0.0003244485,0.001363161],"category_scores_gemma":[0.002303492,0.0001819187,0.0004011428,0.001186334,0.0002461451,0.0004110797,0.0005304033,0.0007280962,0.0001188513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006752046,"about_ca_system_score_gemma":0.0006240231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01671756,"about_ca_topic_score_gemma":0.02251398,"domain_scores_codex":[0.9994301,0.00008444351,0.00006831619,0.00009758677,0.0001558748,0.000163694],"domain_scores_gemma":[0.9968697,0.0003248931,0.002253451,0.00007835182,0.0001611849,0.0003124353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001032904,0.00001631133,0.9993506,0.000004191586,0.000008246938,0.00005987825,0.00004230293,0.00001101043,0.00002411783,0.000006337829,0.00008466079,0.0003820411],"study_design_scores_gemma":[0.000001243937,0.00001995287,0.9994981,0.000008065396,0.000004485787,0.0001831085,0.0001379014,0.00005272733,0.00001857825,0.000004080143,0.00007082555,9.569254e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989623,0.0001251508,0.0000217682,0.00005758421,0.000003277529,0.000004057117,0.0006392302,0.000003063454,0.0001834944],"genre_scores_gemma":[0.9991813,0.0001042936,0.00004023765,0.000023707,0.000007864761,0.000006103688,0.0005915068,0.0000012297,0.00004374985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01671756,"threshold_uncertainty_score":0.0332405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03968195897424875,"score_gpt":0.325846983487238,"score_spread":0.2861650245129893,"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."}}