{"id":"W7084042453","doi":"10.6084/m9.figshare.29964692","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":"Emotional Intelligence and Performance","field":"Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004626632,0.002043839,0.003020468,0.00163398,0.001737621,0.001918623,0.002799846,0.002561095,0.8978401],"category_scores_gemma":[0.04837629,0.001451637,0.002062692,0.002250921,0.0007112721,0.002261508,0.000904243,0.002074501,0.07612993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001985124,"about_ca_system_score_gemma":0.00314962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006632814,"about_ca_topic_score_gemma":0.01185352,"domain_scores_codex":[0.9974722,0.001295158,0.000306126,0.0003638906,0.0002531466,0.0003094753],"domain_scores_gemma":[0.9575447,0.0350826,0.002535572,0.001771469,0.00192038,0.001145204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.0498504,0.005846811,0.002425995,0.01894178,0.0009681183,0.0001547071,0.0003893674,0.002534155,0.0003255423,0.005804778,0.8609002,0.05185812],"study_design_scores_gemma":[0.731943,0.009564172,0.01945672,0.006648944,0.001699629,0.0002595764,0.0004787667,0.007011924,0.001282059,0.01856607,0.2027525,0.0003365951],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.004713261,0.0002737057,0.004157152,0.001005821,0.0003891853,0.03576721,0.9447704,0.001363287,0.007559989],"genre_scores_gemma":[0.09524863,0.0008566452,0.05603226,0.003892745,0.0007602752,0.5529391,0.2049381,0.002433769,0.08289853],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8978401,"threshold_uncertainty_score":0.1457188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04484552375603076,"score_gpt":0.3876270147436138,"score_spread":0.342781490987583,"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."}}