{"id":"W4380422411","doi":"10.1542/hpeds.2022-007056","title":"TAX4U Pilot Trial: Addressing Material Needs in the Pediatric Hospital Setting","year":2023,"lang":"en","type":"article","venue":"Hospital Pediatrics","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; Institute for Clinical Evaluative Sciences; University of Toronto","funders":"","keywords":"Medicine; Psychological intervention; Family medicine; Intervention (counseling); Government (linguistics); Poverty; Agency (philosophy); Revenue; Medicaid; Randomized controlled trial; Nursing; Health care; Finance; Business","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":[0.002516884,0.0009183812,0.001251344,0.0003675309,0.0006342413,0.0008077841,0.001046765,0.001323861,0.008368669],"category_scores_gemma":[0.00436927,0.0003885042,0.001313964,0.0004298532,0.0009069152,0.0009126881,0.0007829327,0.002048787,0.0004725469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414135,"about_ca_system_score_gemma":0.004499424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003168445,"about_ca_topic_score_gemma":0.005066539,"domain_scores_codex":[0.9981505,0.001376631,0.00008589704,0.0001157142,0.00008047708,0.0001908101],"domain_scores_gemma":[0.9976943,0.0006572258,0.0006415655,0.0001545284,0.0001869326,0.0006654536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8817863,0.04902507,0.004098132,0.002981187,0.0008752049,0.0001903458,0.0003123935,0.001134375,0.0009951653,0.0007123958,0.003130219,0.05475912],"study_design_scores_gemma":[0.8027077,0.1882246,0.005154753,0.0002167715,0.000420097,0.00008390093,0.0002088233,0.0005711638,0.0004677568,0.0002180357,0.001708177,0.00001833176],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818752,0.001521464,0.0005918557,0.001010168,0.0002731108,0.01196146,0.0009672851,0.00007820698,0.001721353],"genre_scores_gemma":[0.9652944,0.001554357,0.003744635,0.0006068618,0.0002691613,0.02596725,0.0007390993,0.00001318806,0.001811005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008368669,"threshold_uncertainty_score":0.027996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1646364719836159,"score_gpt":0.4314157413836081,"score_spread":0.2667792693999922,"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."}}