{"id":"W4366351670","doi":"10.1371/journal.pgph.0000953","title":"The economic burden incurred by families caring for a young child with developmental disability in Uganda","year":2023,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Cerebral Palsy Alliance; Grand Challenges Canada; Medical Research Council; Cerebral Palsy Alliance Research Foundation","keywords":"Per capita; Coping (psychology); Caregiver burden; Health care; Abandonment (legal); Economic cost; Environmental health; Medicine; Gerontology; Economic growth; Economics; Population; Psychiatry; Disease; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002038373,0.0004109555,0.0004618519,0.0009923248,0.001176596,0.001610626,0.0004530993,0.0006796275,0.001887112],"category_scores_gemma":[0.008182316,0.0004009696,0.0005350291,0.001702594,0.0009521114,0.001121426,0.002631342,0.0008072212,0.0001325914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003188566,"about_ca_system_score_gemma":0.003332885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03224818,"about_ca_topic_score_gemma":0.05150994,"domain_scores_codex":[0.9979758,0.001337803,0.0001130739,0.00004513974,0.0001764724,0.0003518141],"domain_scores_gemma":[0.9981236,0.0006906665,0.0006835972,0.00005959328,0.0001792381,0.0002633911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008671339,0.0002638621,0.7908386,0.003566753,0.0006893064,0.006152332,0.01915981,0.003204943,0.0005671546,0.004355066,0.01337861,0.1569565],"study_design_scores_gemma":[0.0001088369,0.0008362028,0.9245209,0.004132221,0.0004447626,0.003395141,0.04414697,0.001627715,0.0002543219,0.002106376,0.0183483,0.0000781928],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841538,0.008350763,0.0001371998,0.003515305,0.00006673516,0.00008115416,0.0007569289,0.000005450701,0.00293264],"genre_scores_gemma":[0.9887778,0.009556429,0.0004798672,0.0003931453,0.00002696643,0.000120494,0.0002139996,0.000003626707,0.0004276266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03224818,"threshold_uncertainty_score":0.06412095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02492551788175497,"score_gpt":0.2890103910128602,"score_spread":0.2640848731311053,"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."}}