{"id":"W3004701923","doi":"10.1038/s41598-020-59192-z","title":"Suggested Case of Langerhans Cell Histiocytosis in a Cretaceous dinosaur","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Tyrrell Museum","funders":"Université de Bordeaux; Tel Aviv University; Dan David Prize","keywords":"Langerhans cell histiocytosis; Lesion; Histiocytosis; Pathology; Pathological; Biology; Anatomy; Skeleton (computer programming); Medicine; Disease","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":[0.0001983469,0.0001092908,0.000287877,0.0001253232,0.0000584572,0.00002300298,0.00003563478,0.00005194789,0.0002344023],"category_scores_gemma":[0.000155566,0.00009442339,0.00008684146,0.0005474736,0.0001196578,0.00004284282,0.00002777979,0.00007775943,0.00002892069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006602595,"about_ca_system_score_gemma":0.000190616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002512396,"about_ca_topic_score_gemma":0.000136406,"domain_scores_codex":[0.9986661,0.00001959982,0.0004168059,0.0004530481,0.0002538594,0.0001905969],"domain_scores_gemma":[0.9991576,0.00001865438,0.0001666418,0.0003854712,0.00008783466,0.0001838184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002433877,0.002520961,0.3395083,0.001065951,0.0001335426,0.5174296,0.01132633,0.0001019643,0.06499814,0.0000400096,0.05086752,0.01176427],"study_design_scores_gemma":[0.02106346,0.003679752,0.03842634,0.001327259,0.002398808,0.07151049,0.008965681,0.009754319,0.3925009,0.002127872,0.4458343,0.00241078],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893,0.0004724741,0.00002962313,0.0003874553,0.0005531863,0.0003442634,0.000007873406,0.00003720816,0.008867966],"genre_scores_gemma":[0.9968663,0.000004620475,0.0002945799,0.00007176361,0.0000173675,0.00001294744,0.00005669527,0.00001249017,0.002663253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4459192,"threshold_uncertainty_score":0.3850474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042530617189022,"score_gpt":0.2579789685119064,"score_spread":0.2375536623400162,"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."}}