{"id":"W4248150001","doi":"10.21203/rs.3.rs-51706/v1","title":"Adult-Onset IgE-Mediated Food Allergy in Manitoba","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Food allergy; Immunoglobulin E; Allergy; Immunology; Environmental health; Medicine; Antibody","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":[0.0002433289,0.0002474597,0.0001260021,0.0008463512,0.0006786683,0.0004493891,0.0003696245,0.0002125667,0.002938663],"category_scores_gemma":[0.0004642451,0.0001596535,0.0001256361,0.001522303,0.0002959695,0.0002541537,0.0005860919,0.0003415961,0.0004125292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003321582,"about_ca_system_score_gemma":0.004256369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8279423,"about_ca_topic_score_gemma":0.8857425,"domain_scores_codex":[0.999836,0.00002538836,0.0000108759,0.00002448881,0.00002729179,0.00007598911],"domain_scores_gemma":[0.9996789,0.00002656636,0.00004848794,0.00001559678,0.0001167488,0.0001137214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001996506,0.0001394379,0.9685905,0.00007374438,0.00003481373,0.003519546,0.002468402,0.0001153325,0.002402207,0.0005380033,0.003234154,0.01868416],"study_design_scores_gemma":[0.000008067556,0.00003613308,0.9943278,0.00002863033,0.000013744,0.0004508743,0.002382651,0.0001149243,0.0001126717,0.00007343482,0.002446901,0.000004178438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880561,0.001248515,0.0001924414,0.0005262633,0.00002275042,0.00005146833,0.002488213,0.0000218439,0.007392508],"genre_scores_gemma":[0.9871919,0.002835338,0.0003272741,0.0002825579,0.0000254914,0.00002203096,0.001204371,0.00001059953,0.008100444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1720577,"threshold_uncertainty_score":0.346142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09844413654095914,"score_gpt":0.3870761101131703,"score_spread":0.2886319735722112,"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."}}