{"id":"W2081202446","doi":"10.1007/s00428-007-0538-9","title":"Systemic Erdheim–Chester disease","year":2008,"lang":"en","type":"article","venue":"Archiv für Pathologische Anatomie und Physiologie und für Klinische Medicin","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Michael's Hospital; Lunenfeld-Tanenbaum Research Institute; University of Toronto; Sunnybrook Health Science Centre; Mount Sinai Hospital","funders":"","keywords":"Erdheim–Chester disease; Histiocyte; Pathology; CD68; Giant cell; CD163; Medicine; Infiltration (HVAC); Disease; Histiocytosis; Macrophage; Biology; Immunohistochemistry","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":[0.0005035191,0.0008128204,0.001382155,0.0003417032,0.0005212294,0.00002529677,0.0005552278,0.0003302216,0.0002146712],"category_scores_gemma":[0.001054525,0.0005782375,0.000556269,0.0005078913,0.00167647,0.0001784892,0.0003027649,0.0009539187,0.0009250112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001360397,"about_ca_system_score_gemma":0.0008220859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001023831,"about_ca_topic_score_gemma":0.000006095122,"domain_scores_codex":[0.9953672,0.0004074685,0.001006998,0.001320589,0.0007321481,0.001165603],"domain_scores_gemma":[0.9962953,0.0006296952,0.0003552249,0.001567049,0.0001603356,0.0009924271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01457613,0.01549291,0.6314526,0.003176532,0.009059994,0.06737553,0.01151632,0.0008652306,0.04359021,0.02341257,0.07618511,0.1032968],"study_design_scores_gemma":[0.03752279,0.007531524,0.8272457,0.002708483,0.007315991,0.002560957,0.002848358,0.004564597,0.003411895,0.0172735,0.08286097,0.004155226],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617599,0.01050954,0.001083028,0.001606627,0.0005950688,0.001363708,0.0001097359,0.0005375257,0.02243491],"genre_scores_gemma":[0.9874197,0.003139921,0.002471803,0.002983878,0.0004669197,0.0001690842,0.0005533089,0.0001032615,0.002692086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1957931,"threshold_uncertainty_score":0.9998529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04378823173759808,"score_gpt":0.3549080712976941,"score_spread":0.311119839560096,"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."}}