{"id":"W7084050742","doi":"10.6084/m9.figshare.29964692.v1","title":"Additional file 4 of NOURISH-US: a mixed-methods, randomized crossover study of a program designed to reduce the financial burden of food allergy","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Media and Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of British Columbia; McGill University; University of Manitoba; Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Crossover study; Food allergy; Crossover; Randomized controlled trial; Food and drug administration; Food aid","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003588342,0.00008194208,0.0003953246,0.00005955935,0.0002329452,0.00001883867,0.0005498655,0.0000576252,0.6060891],"category_scores_gemma":[0.03299695,0.00006097973,0.0001377359,0.0005315,0.00009848876,0.00003882902,0.0002316344,0.00007612345,0.00002052144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001561888,"about_ca_system_score_gemma":0.0003976927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002044249,"about_ca_topic_score_gemma":0.0006376229,"domain_scores_codex":[0.9980819,0.0009621385,0.0003715155,0.0001303734,0.0003184395,0.0001356098],"domain_scores_gemma":[0.9906656,0.008179164,0.0002887563,0.0002943795,0.000539021,0.00003314554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009270118,0.000233532,2.830321e-7,0.00002432544,0.0001094083,1.194871e-7,0.01243067,0.000008682016,0.00000365013,0.0001147787,0.975979,0.01016857],"study_design_scores_gemma":[0.006652439,0.0001802824,0.0004009705,0.0006796757,0.0000170225,5.071206e-8,0.01041719,0.00001860123,0.0001162131,0.0003757009,0.9810703,0.00007158377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001430341,0.0003636378,0.000009633322,0.0004182401,0.00008684053,0.002761556,0.9758277,0.00003522457,0.01906684],"genre_scores_gemma":[0.577339,0.00006547909,0.03515292,0.0005659068,0.0008103787,0.08586966,0.2864886,0.00004986542,0.0136582],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.6893391,"threshold_uncertainty_score":0.9751485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04647275504373891,"score_gpt":0.3826319018772769,"score_spread":0.3361591468335379,"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."}}