{"id":"W2758057911","doi":"","title":"Epithelial Cells and Allergic Diseases: What Are These Cells Doing There?","year":2018,"lang":"en","type":"article","venue":"The AAAAI/WAO Joint Congress","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Immunology; Cell biology; Medicine; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005506224,0.0004181128,0.0005294781,0.0001148521,0.0006870323,0.0002437545,0.0006089177,0.0002536227,0.001976318],"category_scores_gemma":[0.0000492687,0.0002651481,0.0002044955,0.0001443385,0.001616449,0.0004239485,0.0003066134,0.0004183289,0.001764463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003245182,"about_ca_system_score_gemma":0.00007024926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009392176,"about_ca_topic_score_gemma":0.00002936549,"domain_scores_codex":[0.9974115,0.000899413,0.0004446141,0.0004724917,0.00008664071,0.0006853471],"domain_scores_gemma":[0.9980257,0.0005449828,0.0003190961,0.0009283044,0.000134686,0.00004723972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001655559,0.0001547715,0.00007301518,0.00002935773,0.0005021768,0.00002189412,0.003301344,0.000003574277,0.9656302,0.0002976773,0.003653634,0.02467674],"study_design_scores_gemma":[0.00184183,0.0003291997,0.001708855,0.0002522923,0.0001051218,0.00007864935,0.003422758,0.00001205132,0.6889474,0.0003151019,0.3025809,0.0004058564],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492126,0.04347892,0.00006377869,0.001046194,0.004656568,0.000699801,0.00009754575,0.0001498707,0.0005947388],"genre_scores_gemma":[0.9812009,0.007267177,0.00002867316,0.001071161,0.0002215947,0.00006544016,0.00001724982,0.00006081948,0.01006699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2989273,"threshold_uncertainty_score":0.9999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0125596039197889,"score_gpt":0.2277653406549384,"score_spread":0.2152057367351495,"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."}}