{"id":"W6939292948","doi":"10.60692/j5j46-wgw27","title":"Food allergy: What are people looking for? An infodemiology study","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Relation (database); Food allergens; Value (mathematics); Service (business); Public access","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001600646,0.0002530864,0.000952115,0.002995119,0.001437486,0.001377108,0.000526396,0.001101301,0.004858856],"category_scores_gemma":[0.005913188,0.0004704399,0.001254608,0.006533917,0.0005953756,0.003019548,0.001111289,0.001180036,0.0009227092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001326364,"about_ca_system_score_gemma":0.001471441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02140194,"about_ca_topic_score_gemma":0.02121069,"domain_scores_codex":[0.9986994,0.0003211578,0.0003202372,0.0001796889,0.0002377877,0.0002417206],"domain_scores_gemma":[0.9963055,0.001144533,0.001514866,0.0001089458,0.0004169288,0.0005092564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004630461,0.0006090147,0.9649657,0.002637094,0.0002936235,0.0007732942,0.01224949,0.00002429858,0.0001286824,0.0003486988,0.004291289,0.01321565],"study_design_scores_gemma":[0.00008015358,0.0005948488,0.962625,0.001440092,0.0004238176,0.001056324,0.02768362,0.0001160194,0.00004874355,0.0002198256,0.005672948,0.00003851316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9835381,0.009151086,0.00006752102,0.001440769,0.00003915282,0.0001526796,0.002440438,0.000004442156,0.003165912],"genre_scores_gemma":[0.9909077,0.0053643,0.0001496066,0.001345416,0.00008559656,0.0002563447,0.001125609,0.000006555644,0.0007589813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02140194,"threshold_uncertainty_score":0.04255474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06321903444212162,"score_gpt":0.2783594514124814,"score_spread":0.2151404169703597,"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."}}