{"id":"W4417017805","doi":"10.1182/blood-2025-132","title":"Inadequate social support and household material hardship among children with pediatric acute lymphoblastic leukemia: A report from the Children's oncology group Trial AALL1731","year":2025,"lang":"en","type":"article","venue":"Blood","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation","funders":"","keywords":"Psychosocial; Psychological intervention; Poverty; Social support; Pediatric cancer; Distress; Neurocognitive","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":[0.004134798,0.0004851172,0.001174617,0.0004916019,0.0008604939,0.001113414,0.0007723174,0.0007840052,0.002497583],"category_scores_gemma":[0.006129723,0.0003221689,0.001200331,0.001831907,0.0005529834,0.0006337998,0.0008440011,0.002130852,0.0002679704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00128312,"about_ca_system_score_gemma":0.002356904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01017053,"about_ca_topic_score_gemma":0.0192921,"domain_scores_codex":[0.9972839,0.001494537,0.0002237243,0.0002534522,0.0004646422,0.000279745],"domain_scores_gemma":[0.9930669,0.001871908,0.002958684,0.0004010248,0.0006279547,0.001073471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1185743,0.002948925,0.8286398,0.002212454,0.00550006,0.0002775411,0.0007309285,0.0003522071,0.0007585913,0.0002341318,0.01711218,0.02265907],"study_design_scores_gemma":[0.03042476,0.008334965,0.9503117,0.0004851118,0.002986667,0.000334332,0.0005943751,0.0002312791,0.0003617193,0.0001132844,0.005773126,0.00004855457],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98075,0.004493713,0.00007894522,0.001078627,0.00009531888,0.0007882493,0.01132505,0.00001526992,0.001374958],"genre_scores_gemma":[0.9823723,0.00258502,0.0002692222,0.0007704131,0.000196016,0.002461833,0.01083768,0.00001131665,0.0004962076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01017053,"threshold_uncertainty_score":0.02186722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492833460139681,"score_gpt":0.2661447536575628,"score_spread":0.251216419056166,"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."}}