{"id":"W2923338708","doi":"10.1542/peds.2018-3397","title":"Chronic Medication Use in Children Insured by Medicaid: A Multistate Retrospective Cohort Study","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; Agency for Healthcare Research and Quality","keywords":"Medicine; Medicaid; Retrospective cohort study; Medical prescription; Pharmacy; Emergency department; Health care; Pediatrics; Cohort; Emergency medicine; Family medicine; Internal medicine; Psychiatry","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":[0.001350733,0.000397379,0.0005419808,0.001316506,0.001012656,0.000889381,0.0006536928,0.0005733846,0.001355504],"category_scores_gemma":[0.002087546,0.0007161286,0.0008861076,0.002730301,0.0004012073,0.000936779,0.0009655613,0.001250848,0.0002803558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00107517,"about_ca_system_score_gemma":0.001398908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04612064,"about_ca_topic_score_gemma":0.05927043,"domain_scores_codex":[0.9988984,0.0002050208,0.0001456407,0.000281473,0.0002640283,0.0002054737],"domain_scores_gemma":[0.9977453,0.0002311157,0.001233492,0.0002075588,0.0002484793,0.000334021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001454981,0.00001789937,0.9994673,0.000005857898,0.00004110545,0.00003180793,0.00005302731,0.00001011391,0.00002606336,0.00001042929,0.0001396757,0.000182173],"study_design_scores_gemma":[0.000005388674,0.00004055223,0.9991222,0.00001784098,0.0000375641,0.0001992768,0.0002625356,0.00008257678,0.00001652523,0.000007813318,0.0002037925,0.000003978349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960868,0.0002722829,0.0001052979,0.00009223451,0.00001028896,0.00003509659,0.003087,0.00000569232,0.0003053107],"genre_scores_gemma":[0.996339,0.0004146339,0.0002602571,0.0001195767,0.00001853939,0.0000646283,0.002652467,0.000005332312,0.0001257162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04612064,"threshold_uncertainty_score":0.09170437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860508525114527,"score_gpt":0.3300425161054977,"score_spread":0.3114374308543524,"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."}}