{"id":"W4280489231","doi":"10.1182/bloodadvances.2021006281","title":"Lifetime medical costs attributable to sickle cell disease among nonelderly individuals with commercial insurance","year":2022,"lang":"en","type":"article","venue":"Blood Advances","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Heart, Lung, and Blood Institute","keywords":"Medicine; Confidence interval; Cohort; Retrospective cohort study; Medical costs; Demography; Disease; Disease control; Cohort study; Internal medicine; Health care; Pediatrics; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002620576,0.0002227958,0.0004076851,0.000103175,0.0004123349,0.00002343237,0.0002536253,0.00007006471,0.000788772],"category_scores_gemma":[0.000124451,0.0001780553,0.00007757071,0.0005825351,0.0001511278,0.0001519545,0.0001792221,0.0005230196,0.00005108105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004890699,"about_ca_system_score_gemma":0.0003385826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009397222,"about_ca_topic_score_gemma":0.00004102122,"domain_scores_codex":[0.9976392,0.00009407812,0.000298449,0.0004119864,0.001068458,0.0004877899],"domain_scores_gemma":[0.9986119,0.00009682116,0.0001022757,0.0003087941,0.00006538568,0.0008148272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005482578,0.001651246,0.981986,0.0001246133,0.0000976002,0.0006918549,0.00044068,0.0008261554,0.00007255877,0.00005567075,0.003613977,0.009891383],"study_design_scores_gemma":[0.01455621,0.003743754,0.6198626,0.0005876255,0.000623102,0.0001683849,0.002091375,0.000122441,0.001312906,0.00008879926,0.355866,0.0009768225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835706,0.006628573,0.000071599,0.004276589,0.0002179067,0.0007691972,0.0002112986,0.0001223658,0.004131877],"genre_scores_gemma":[0.9949502,0.0003319627,0.0003865057,0.002883513,0.0001307567,0.0001890635,0.0001061721,0.00003879124,0.0009829893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3621234,"threshold_uncertainty_score":0.86365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004667024122873736,"score_gpt":0.231396865543586,"score_spread":0.2267298414207123,"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."}}