{"id":"W2273375771","doi":"10.1309/ajcpsgq71gjqqacl","title":"Morphologically Occult Systemic Mastocytosis in Bone Marrow","year":2015,"lang":"en","type":"article","venue":"American Journal of Clinical Pathology","topic":"Mast cells and histamine","field":"Immunology and Microbiology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"","keywords":"Tryptase; Systemic mastocytosis; Medicine; Occult; Pathology; Bone marrow; Immunohistochemistry; Biopsy; Mast cell; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.003487086,0.0001930358,0.001508863,0.0002181133,0.00003071917,0.000007107291,0.0003930234,0.0002965073,0.0002752972],"category_scores_gemma":[0.001602948,0.0001436343,0.0003019582,0.0002566437,0.001251815,0.00006464427,0.0001033271,0.001046592,0.0004330814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005094219,"about_ca_system_score_gemma":0.0002246302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003496692,"about_ca_topic_score_gemma":0.00002193355,"domain_scores_codex":[0.9955316,0.001564795,0.002113989,0.0002967983,0.00008063375,0.0004122189],"domain_scores_gemma":[0.9971048,0.0006565985,0.001523085,0.0002830155,0.0002894289,0.0001431278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01002041,0.002950096,0.5144246,0.00004440105,0.0004294032,0.01177831,0.001565619,0.0002005016,0.1302425,0.00115176,0.03160177,0.2955906],"study_design_scores_gemma":[0.0371962,0.04983022,0.5237335,0.0004771617,0.0005142714,0.08923941,0.008415416,0.00002735362,0.00121581,0.001951275,0.2856534,0.001745988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929761,0.002030999,0.0004588301,0.0009486718,0.001552835,0.0001019364,0.00001010296,0.00001635032,0.001904136],"genre_scores_gemma":[0.9964557,0.0002933503,0.001362606,0.0009964278,0.0001482366,0.000004192566,0.000007162351,0.00001549949,0.0007168708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2938446,"threshold_uncertainty_score":0.5857235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04868265612071643,"score_gpt":0.3261903377986464,"score_spread":0.27750768167793,"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."}}