{"id":"W2886214352","doi":"10.1016/s0262-4079(18)31435-0","title":"The Allergy Epidemic","year":2018,"lang":"en","type":"article","venue":"The New Scientist","topic":"Food Allergy and Anaphylaxis Research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Allergy; Hay fever; Quarter (Canadian coin); Medicine; Immunology; History","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008016602,0.00006625677,0.00007995436,0.00003399854,0.0008537502,0.00007068982,0.0003957395,0.00002811464,0.0005755444],"category_scores_gemma":[0.0002754616,0.00002935914,0.00006306233,0.000392329,0.0009074698,0.00003510678,0.0001186277,0.0001667848,0.001476782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000210211,"about_ca_system_score_gemma":0.0001529081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001729287,"about_ca_topic_score_gemma":0.0009134939,"domain_scores_codex":[0.9989429,0.00005603954,0.000117492,0.0001660402,0.0003805078,0.0003369875],"domain_scores_gemma":[0.9990984,0.0001407734,0.00002850735,0.000491774,0.00008852312,0.0001520264],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001244608,0.00002689794,0.0001103513,0.000003449466,0.00006269155,0.000008738753,0.0002184975,8.113389e-7,0.005752307,0.01698964,0.9080585,0.06864369],"study_design_scores_gemma":[0.0003035502,0.000186429,0.008243426,0.00001642258,0.000001559052,0.00003376352,0.00006193963,0.0002615951,0.001956941,0.00199594,0.9868977,0.00004071564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3118195,0.005141897,0.000846397,0.2606531,0.00402152,0.0007566531,0.000004967855,0.0001995643,0.4165564],"genre_scores_gemma":[0.7987612,0.0001651847,0.000104512,0.001221381,0.001226725,0.000004103847,0.000002278782,0.00001025553,0.1985044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4869417,"threshold_uncertainty_score":0.9993007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0269338271730117,"score_gpt":0.3331290466382097,"score_spread":0.306195219465198,"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."}}