{"id":"W4413100043","doi":"10.1080/03007995.2025.2544596","title":"Patient preferences for food allergy treatments in the United States: a discrete choice experiment","year":2025,"lang":"en","type":"article","venue":"Current Medical Research and Opinion","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"Genentech; National Institutes of Health; Food Allergy Research and Education","keywords":"Medicine; Confidence interval; Odds ratio; Food allergy; Allergy; Logistic regression; Relative risk; Anaphylaxis; Odds; Demography; Internal medicine; Pediatrics; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.01367138,0.0005893559,0.0007666444,0.0002507843,0.0005056079,0.001348255,0.0004442355,0.001037384,0.004230752],"category_scores_gemma":[0.01909183,0.000565346,0.0008087122,0.0002866698,0.00105379,0.0008339793,0.0005935217,0.001411762,0.0004080988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005793395,"about_ca_system_score_gemma":0.0009045692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009374853,"about_ca_topic_score_gemma":0.0007737896,"domain_scores_codex":[0.991401,0.006948473,0.0003507451,0.0004416223,0.0005843486,0.0002737617],"domain_scores_gemma":[0.9770097,0.0178493,0.002839687,0.0008169649,0.0003097099,0.001174635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.308643,0.2018367,0.3765846,0.0007707396,0.00173557,0.0004329733,0.006950228,0.01938443,0.01353373,0.004580344,0.003498507,0.06204924],"study_design_scores_gemma":[0.0726862,0.4923537,0.2642118,0.0003336345,0.001154422,0.0005629942,0.005155051,0.1384473,0.008669995,0.00841547,0.007555897,0.0004535361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981309,0.00003605607,0.0005367353,0.0001502014,0.00001846236,0.0004610554,0.000148243,0.000004934359,0.0005134473],"genre_scores_gemma":[0.9956915,0.00007009492,0.002075603,0.0003083492,0.00002173636,0.001326988,0.0001368381,0.000001613236,0.0003672967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01367138,"threshold_uncertainty_score":0.07230204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400938197749551,"score_gpt":0.4722017054002535,"score_spread":0.3321078856252984,"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."}}