{"id":"W2734968108","doi":"10.1159/000477658","title":"Erdheim-Chester Disease: The Importance of Information Integration","year":2017,"lang":"en","type":"article","venue":"Case Reports in Oncology","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Erdheim–Chester disease; Medicine; Vemurafenib; Retroperitoneal fibrosis; CD68; Histiocytosis; Pathology; Disease; Fibrosis; Internal medicine; Immunohistochemistry; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007973873,0.0003009131,0.0003279958,0.0007517121,0.000443191,0.002009238,0.0004903816,0.00100122,0.003107269],"category_scores_gemma":[0.004219605,0.0001265828,0.0002038885,0.000586069,0.0007599164,0.002590398,0.0008968149,0.0009267533,0.0006065062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008436506,"about_ca_system_score_gemma":0.000648179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009328933,"about_ca_topic_score_gemma":0.0008930324,"domain_scores_codex":[0.9994538,0.000175336,0.00008579914,0.00006027255,0.0001071301,0.0001176057],"domain_scores_gemma":[0.9978212,0.001374754,0.0003055141,0.0001283725,0.0001965596,0.000173679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0007110366,0.0002620032,0.09529213,0.001786997,0.0001894898,0.196629,0.002305042,0.002546942,0.0130961,0.02304307,0.02947144,0.6346667],"study_design_scores_gemma":[0.0001382647,0.0004556735,0.04236972,0.002351929,0.0002965441,0.6864609,0.003735723,0.008887649,0.01116769,0.06278621,0.1812214,0.000128376],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6768452,0.1206541,0.03159012,0.07198145,0.001062287,0.0002662023,0.0009684985,0.0005679764,0.09606422],"genre_scores_gemma":[0.9706187,0.01323033,0.009925772,0.002830613,0.0005817733,0.00003702502,0.0002796454,0.0000329936,0.00246312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003107269,"threshold_uncertainty_score":0.01039487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02547715599435694,"score_gpt":0.3506776856466626,"score_spread":0.3252005296523057,"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."}}