{"id":"W3162599840","doi":"10.1111/jdv.17345","title":"Interobserver variability in the classification of childhood maculopapular cutaneous mastocytosis","year":2021,"lang":"en","type":"article","venue":"Journal of the European Academy of Dermatology and Venereology","topic":"Mast cells and histamine","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SKiN Health; Quest University Canada; University of British Columbia","funders":"","keywords":"Medicine; Confidence interval; Cohen's kappa; Kappa; Dermatology; Pediatrics; Statistics; Internal medicine; Mathematics","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":[0.0009410178,0.0001127119,0.0004275085,0.00007944397,0.00006662868,0.000002627831,0.0004868166,0.000193947,0.00008259859],"category_scores_gemma":[0.000258528,0.0000679935,0.0001396354,0.0001388525,0.0005848303,0.00003826032,0.0001632995,0.0006972234,0.000005428188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001072689,"about_ca_system_score_gemma":0.00003821027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002831285,"about_ca_topic_score_gemma":0.000004624496,"domain_scores_codex":[0.9951143,0.003772242,0.0007671617,0.0001412425,0.00004211217,0.0001629648],"domain_scores_gemma":[0.9986719,0.0003650049,0.0007039385,0.0001799206,0.00006555109,0.00001361786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000528981,0.001167551,0.5210496,0.0002599111,0.0006585323,0.0003403595,0.004238953,0.00004462564,0.4303942,0.02858206,0.0031065,0.009628809],"study_design_scores_gemma":[0.001640612,0.00005833948,0.8974193,0.000100091,0.0002013786,0.03837975,0.0004767404,0.000009393413,0.03857861,0.002241647,0.0207745,0.0001196688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883032,0.002566671,0.00008483063,0.006447551,0.0002684214,0.00007530006,0.000006978123,0.000002420609,0.002244568],"genre_scores_gemma":[0.9990534,0.0003150834,0.00008408631,0.0004058935,0.00002571318,4.670409e-7,0.000003076507,0.000007448415,0.0001048731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3918155,"threshold_uncertainty_score":0.3029127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582503920814245,"score_gpt":0.231298404041436,"score_spread":0.2154733648332936,"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."}}