{"id":"W4243780497","doi":"10.1515/iupac.84.0891","title":"Mastocytosis","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Mast cells and histamine","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canada Research Chairs; University of Toronto","funders":"","keywords":"Glossary; Immunotoxicology; Medicine; Immunology; Immune system; Philosophy; Linguistics","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":[],"category_scores_codex":[0.0003153642,0.0004910249,0.0007753673,0.0002368224,0.0001842856,0.00002421737,0.0005393593,0.0008694763,0.06773411],"category_scores_gemma":[0.0001672369,0.000354487,0.0002336961,0.0001106351,0.0003365596,0.00004476515,0.0002371013,0.0006310776,0.0001300849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457604,"about_ca_system_score_gemma":0.0004373929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002093824,"about_ca_topic_score_gemma":0.000763741,"domain_scores_codex":[0.9980603,0.0001229105,0.0004925128,0.0005804872,0.0001570302,0.0005867156],"domain_scores_gemma":[0.9983757,0.00009633356,0.0002801131,0.0009166308,0.0002766812,0.00005453017],"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":[0.0002348763,0.0002142269,0.000003071588,0.0001003345,0.0002396808,0.00003247213,0.000007228026,7.240742e-8,0.0009872962,0.00002116654,0.9928285,0.005331057],"study_design_scores_gemma":[0.001536922,0.0002821418,0.00001280664,0.0002179268,0.0001665175,0.00004933939,0.00001219424,4.211598e-8,0.0003979929,0.00003604502,0.9968322,0.0004558587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004593624,0.004739355,0.00005544596,0.0004770355,0.002270409,0.0002452947,0.9917505,0.00008071124,0.0003353451],"genre_scores_gemma":[0.00002591615,0.001441027,0.00001078007,0.0002741245,0.000376574,0.00001903618,0.9817252,0.00003926983,0.01608814],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06760403,"threshold_uncertainty_score":0.9998907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01094828744549308,"score_gpt":0.338371191735107,"score_spread":0.3274229042896139,"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."}}