{"id":"W4282938979","doi":"10.1002/pbc.29829","title":"Healthcare utilization and costs associated with acute lymphoblastic leukemia in children with and without Down syndrome","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Sunnybrook Health Science Centre; Children's Hospital of Eastern Ontario; Kingston General Hospital; Institute for Work & Health; Ontario Institute for Cancer Research; Public Health Ontario; Health Sciences Centre; Occupational Cancer Research Centre; London Health Sciences Centre; McMaster Children's Hospital; Hospital for Sick Children; Cancer Care Ontario; University of Toronto","funders":"","keywords":"Medicine; Interquartile range; Emergency department; Confidence interval; Health care; Emergency medicine; Rate ratio; Pediatrics; Population; Acute care; Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004560146,0.0002267197,0.0003141515,0.000842664,0.0003551021,0.0005825059,0.0004466657,0.0002793305,0.0009097756],"category_scores_gemma":[0.003271861,0.0001779327,0.0007475523,0.001658919,0.0003102867,0.0002777912,0.0006008544,0.0005819333,0.00004433181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004900543,"about_ca_system_score_gemma":0.002529873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4696004,"about_ca_topic_score_gemma":0.4264416,"domain_scores_codex":[0.9991332,0.0001744762,0.00008678217,0.0001002765,0.0002542905,0.0002509287],"domain_scores_gemma":[0.9985093,0.0001747618,0.0008521155,0.00003571278,0.0001628956,0.0002650651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004872416,0.000009168612,0.9983404,0.00001743721,0.00007010568,0.00004927553,0.00003361267,0.0001489276,0.00001870868,0.00003663209,0.0002272395,0.0009998195],"study_design_scores_gemma":[0.000004554292,0.00001546812,0.999288,0.00001838221,0.00002945203,0.0001099844,0.00009532153,0.0002881383,0.00001187944,0.00001911484,0.0001177394,0.000002020629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995243,0.001478423,0.00003930037,0.0003658854,0.000008300831,0.000009146593,0.002387621,0.000003324149,0.0004649976],"genre_scores_gemma":[0.9979495,0.0006128604,0.00005372895,0.00003572242,0.00000677585,0.000007027033,0.001269878,0.000001116864,0.00006341332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4696004,"threshold_uncertainty_score":0.9337341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01220402272919015,"score_gpt":0.2724569136205766,"score_spread":0.2602528908913865,"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."}}