{"id":"W3125516089","doi":"10.20944/preprints202011.0053.v1","title":"Harnessing the Power of Mast Cells in Unconventional Immunotherapy Strategies and Vaccine Adjuvants","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Mast cells and histamine","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; National Research Council Canada; National Institute for Nanotechnology","funders":"National Research Council Canada","keywords":"Mast cell; Proteases; Immune system; Immunology; Biology; Interleukin 33; Innate immune system; Inflammation; Immunotherapy; Acquired immune system; Cell biology; Cytokine; Interleukin","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004358645,0.0002965036,0.000555987,0.0001090712,0.00009001327,0.0000239763,0.0004637167,0.0003534577,0.004767984],"category_scores_gemma":[0.00002605146,0.000236164,0.0001378377,0.00009342207,0.000230707,0.00007948338,0.0009082112,0.0009250134,0.0002453017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003214078,"about_ca_system_score_gemma":0.0001854419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004260457,"about_ca_topic_score_gemma":0.00008106576,"domain_scores_codex":[0.9982489,0.0002340564,0.0006010156,0.0005920114,0.00006258138,0.0002613965],"domain_scores_gemma":[0.9988347,0.0000966609,0.0003868668,0.0005841198,0.00007680349,0.00002086303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004437058,0.0002209291,0.1018864,0.0002802949,0.0003297705,0.00001073646,0.003470877,0.0001209735,0.8902944,0.001883594,0.000106487,0.0009517368],"study_design_scores_gemma":[0.002324358,0.00006279134,0.8172172,0.0003698159,0.00005705734,0.00001853342,0.002086053,0.00001782561,0.155618,0.003978627,0.01781933,0.0004304979],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897972,0.004564872,0.00007836647,0.0006481349,0.0009429377,0.0004287049,0.00006647945,0.00003395217,0.003439298],"genre_scores_gemma":[0.9976975,0.0006571164,0.00003916919,0.00008281587,0.00003027255,0.00003344634,0.00008825756,0.00002639944,0.001344969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7346765,"threshold_uncertainty_score":0.9961418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.049764151046631,"score_gpt":0.293277049386022,"score_spread":0.243512898339391,"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."}}