{"id":"W4410733140","doi":"10.2196/69040","title":"Tracking Public Interest in Rare Diseases and Eosinophilic Disorders in Germany: Web Search Analysis","year":2025,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Eosinophilia; Hypereosinophilic syndrome; Medicine; Eosinophilic; Pathology","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":[0.001284126,0.0002938636,0.0005199485,0.01740536,0.0002025589,0.001485364,0.0003255444,0.0003857057,0.001867665],"category_scores_gemma":[0.007366411,0.0001513285,0.0007385376,0.02109726,0.000218848,0.00150885,0.0007165587,0.0002459593,0.0005628201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124923,"about_ca_system_score_gemma":0.001000462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01981525,"about_ca_topic_score_gemma":0.02027011,"domain_scores_codex":[0.9986953,0.0002353969,0.0003825162,0.0002065998,0.0003123398,0.0001677659],"domain_scores_gemma":[0.9919558,0.003315893,0.003550348,0.0001809904,0.000654221,0.0003427313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002814357,0.00004380019,0.9666165,0.001904035,0.0003678975,0.0005707323,0.0008814926,0.0006142397,0.0005534353,0.0003242745,0.00406728,0.02377496],"study_design_scores_gemma":[0.00001001196,0.00005672894,0.9924379,0.0002431754,0.000198361,0.0007360363,0.001121678,0.001358258,0.0002677396,0.00008710678,0.0034675,0.00001559646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943796,0.004781392,0.0002200796,0.0002955693,0.00001081375,0.00006414975,0.04880531,0.00006063893,0.00196614],"genre_scores_gemma":[0.9764999,0.002255166,0.0005674568,0.00006806348,0.00001997545,0.00007291645,0.02004925,0.00001417574,0.0004529833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01981525,"threshold_uncertainty_score":0.0393998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03913491688666641,"score_gpt":0.3527736113973908,"score_spread":0.3136386945107244,"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."}}