{"id":"W4413808690","doi":"10.1002/pbc.32021","title":"Sustainability of a Cash Transfer Program in Malawi: A CANCaRe Africa “Zero Abandonment” Pilot","year":2025,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Acute Lymphoblastic Leukemia research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Abandonment (legal); Medicine; Reimbursement; Sustainability; Cash transfers; Intervention (counseling); Cash; Environmental health; Business; Nursing; Economic growth; Health care; Finance; Economics; Political science","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":[0.008579951,0.000746993,0.0003207157,0.0006092516,0.002840293,0.001400074,0.0009077123,0.001077759,0.002564354],"category_scores_gemma":[0.009418647,0.0003765309,0.000589325,0.0005967697,0.00207988,0.001507309,0.002453529,0.00153443,0.0002323585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005702489,"about_ca_system_score_gemma":0.01585177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03653853,"about_ca_topic_score_gemma":0.05082849,"domain_scores_codex":[0.9954947,0.00242332,0.0001315806,0.0001640263,0.0003655525,0.001420852],"domain_scores_gemma":[0.9947338,0.001630379,0.0008862029,0.0003343193,0.0006303155,0.001785046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01669814,0.09264392,0.206323,0.004457824,0.0005255935,0.005011875,0.06670628,0.006047015,0.01315049,0.008056425,0.01050366,0.5698758],"study_design_scores_gemma":[0.01240362,0.1682456,0.7015725,0.002303679,0.0006881143,0.001092829,0.04444714,0.007998696,0.01180028,0.002753477,0.04641713,0.0002770006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923075,0.0001597707,0.0005208341,0.001254563,0.00002167889,0.003726535,0.0002490852,0.00003791178,0.001721999],"genre_scores_gemma":[0.9877579,0.0004722442,0.003345652,0.0006156852,0.00004186144,0.005969381,0.0003271926,0.000009679892,0.001460352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03653853,"threshold_uncertainty_score":0.07265174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01537872527284335,"score_gpt":0.3173939297526618,"score_spread":0.3020152044798184,"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."}}