{"id":"W3155838542","doi":"10.12927/hcq.2021.26471","title":"How Children and Youth with Medical Complexity Use Hospital and Emergency Department Care across Canada","year":2021,"lang":"en","type":"article","venue":"Healthcare Quarterly","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"","keywords":"Emergency department; Health care; Medical diagnosis; Medicine; Medical emergency; Family medicine; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007826873,0.0002510671,0.000474249,0.001453592,0.004094425,0.002631641,0.001475482,0.0004820084,0.002710772],"category_scores_gemma":[0.004534233,0.0003662722,0.0007897926,0.003579299,0.001130689,0.001032392,0.002071453,0.001708541,0.0002104105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03834845,"about_ca_system_score_gemma":0.05715031,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9917532,"about_ca_topic_score_gemma":0.9965336,"domain_scores_codex":[0.997016,0.0002042196,0.0001664495,0.0002545891,0.0009872298,0.001371694],"domain_scores_gemma":[0.9966453,0.0002197227,0.0007511354,0.00005601046,0.001120538,0.001207334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003791359,0.000043114,0.9622793,0.0001059493,0.00008015781,0.0003067996,0.009815162,0.0002144559,0.0001034434,0.0008236145,0.006469126,0.019721],"study_design_scores_gemma":[0.000006897878,0.00001510436,0.9778685,0.0002843262,0.00005114614,0.0001883959,0.01690815,0.0002082181,0.00006543245,0.00008602328,0.004293165,0.00002460818],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756168,0.004152888,0.0001781578,0.005602252,0.00007180798,0.0000647014,0.003139263,0.00002866024,0.0111455],"genre_scores_gemma":[0.994858,0.002872997,0.0001845349,0.0005531942,0.00001420743,0.00002034901,0.0006791488,0.00001178535,0.0008057204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03834845,"threshold_uncertainty_score":0.2782388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03452756305530579,"score_gpt":0.3440608854109041,"score_spread":0.3095333223555983,"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."}}