{"id":"W7084057982","doi":"10.6084/m9.figshare.c.7994591.v1","title":"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":"other","venue":"Figshare","topic":"Listeria monocytogenes in Food Safety","field":"Biochemistry, Genetics and Molecular Biology","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":"Food allergy; Sample (material); Randomized controlled trial; Thematic analysis; Crossover study; Qualitative property","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":[0.01274571,0.001418596,0.002740728,0.001256328,0.002032812,0.001602435,0.002003074,0.002534814,0.008095664],"category_scores_gemma":[0.01131052,0.0009771888,0.001804732,0.0008570959,0.001722916,0.001925013,0.001073379,0.001960648,0.0006115917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002278756,"about_ca_system_score_gemma":0.004226276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002910963,"about_ca_topic_score_gemma":0.005201294,"domain_scores_codex":[0.9896874,0.007324559,0.0006303437,0.0009782582,0.0006365984,0.000742783],"domain_scores_gemma":[0.9936645,0.003231045,0.001088463,0.0006466319,0.0004386398,0.0009306928],"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":[0.4721812,0.4229735,0.003992499,0.005626402,0.001595216,0.0002310204,0.003372831,0.0009223049,0.002487408,0.001681736,0.002027405,0.08290841],"study_design_scores_gemma":[0.4821225,0.5066698,0.00528149,0.000414719,0.0007953785,0.00002483246,0.0008317949,0.0009560977,0.0005365345,0.0006768436,0.001636584,0.00005335019],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9393831,0.0008483402,0.002662875,0.000396121,0.0005672059,0.05430971,0.0004152257,0.00009859898,0.001318868],"genre_scores_gemma":[0.8387499,0.001241981,0.02044254,0.001078403,0.0005124547,0.1356475,0.0003165363,0.00002327709,0.001987427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274571,"threshold_uncertainty_score":0.06740654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04632597521974512,"score_gpt":0.368261625670557,"score_spread":0.3219356504508118,"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."}}