{"id":"W4407089959","doi":"10.1016/j.jneb.2025.01.004","title":"Formative Qualitative Research Informs Tailoring SNAP-Ed Curriculum for Transitional Housing Residents","year":2025,"lang":"en","type":"article","venue":"Journal of Nutrition Education and Behavior","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Formative assessment; Curriculum; Snap; Qualitative research; Medical education; Sociology; Medicine; Pedagogy; Computer science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.09208222,0.0008366446,0.0008065919,0.002182331,0.007451863,0.004789127,0.003493954,0.001995274,0.009020382],"category_scores_gemma":[0.1018275,0.001033862,0.001028542,0.00173487,0.003880432,0.00387675,0.009447934,0.003577617,0.0009408165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01510768,"about_ca_system_score_gemma":0.04807865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007692647,"about_ca_topic_score_gemma":0.02771541,"domain_scores_codex":[0.9529584,0.03479316,0.002559694,0.002033964,0.00310211,0.00455264],"domain_scores_gemma":[0.8925215,0.07779667,0.004386919,0.004936069,0.01582882,0.004529905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006596569,0.006067411,0.02382731,0.002842152,0.00004462412,0.0005017879,0.7454607,0.0006723999,0.003805701,0.00525526,0.006798571,0.2040644],"study_design_scores_gemma":[0.0004954469,0.002611809,0.01736785,0.00365997,0.00009248811,0.0001234204,0.9222408,0.0008548089,0.005847587,0.005350974,0.04124728,0.0001076059],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8765175,0.0004777544,0.04307422,0.008138887,0.000694253,0.04885973,0.002472222,0.0002288041,0.0195366],"genre_scores_gemma":[0.8207942,0.0005732108,0.08685434,0.003492799,0.00009519507,0.07807983,0.0006852869,0.0000801133,0.009345039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09208222,"threshold_uncertainty_score":0.4869832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2635904245880603,"score_gpt":0.6050837883715512,"score_spread":0.3414933637834909,"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."}}