{"id":"W4396743716","doi":"10.1111/imcb.12768","title":"Highlight of 2023: Advances in mast cells","year":2024,"lang":"en","type":"letter","venue":"Immunology and Cell Biology","topic":"Mast cells and histamine","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Mast (botany); Mast cell; Chemistry; Immunology; 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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0002071819,0.0005317681,0.001158144,0.0005963309,0.00007619318,0.000008133155,0.0004588942,0.003493564,0.002343475],"category_scores_gemma":[0.00001197963,0.0004511175,0.0001713283,0.0002134374,0.001470467,0.00005503896,0.0003038906,0.002737439,0.001126072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003598944,"about_ca_system_score_gemma":0.00008753805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001931839,"about_ca_topic_score_gemma":0.00008527297,"domain_scores_codex":[0.9971536,0.0004130599,0.0007821895,0.0008565864,0.00002512156,0.0007694334],"domain_scores_gemma":[0.9987863,0.000344659,0.0003225537,0.0004805432,0.00005271586,0.00001325099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001926824,0.0001190329,0.0001935285,0.0008182077,0.0003027585,0.0002497092,0.0002118425,7.609627e-7,0.6565608,0.001310738,0.3338838,0.006156143],"study_design_scores_gemma":[0.0008365461,0.0004445288,0.0000604454,0.00009686682,0.0000910565,0.0000648144,0.00005166513,5.105492e-7,0.07111524,0.0008522504,0.9259985,0.0003875375],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01744263,0.8315814,0.00001808547,0.08561645,0.01120702,0.0006329856,0.0008632899,0.0001166041,0.05252151],"genre_scores_gemma":[0.2672558,0.2518889,0.0002518892,0.1678725,0.0018783,0.000373981,0.008843818,0.0003659361,0.3012689],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5921147,"threshold_uncertainty_score":0.9997941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004545504236058279,"score_gpt":0.2009657202829351,"score_spread":0.1964202160468768,"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."}}