{"id":"W2740185635","doi":"10.1155/2017/8748696","title":"A Challenging Diagnosis of IgG4-Related Disease When Understanding Limitations of Laboratory Testing Was Pivotal","year":2017,"lang":"en","type":"article","venue":"Case Reports in Medicine","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Health Sciences Centre; Sunnybrook Health Science Centre; University of Toronto","funders":"","keywords":"Medicine; Disease; IgG4-related disease; Intensive care medicine; Medical physics; Pathology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0007616488,0.0002112405,0.000646182,0.0003737189,0.0002418381,0.000009194058,0.0000693768,0.0001167059,0.0001006607],"category_scores_gemma":[0.01429823,0.0001812439,0.00009672355,0.0002334036,0.0005980732,0.0002201032,0.00006185948,0.0002769974,0.000001181508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001581667,"about_ca_system_score_gemma":0.0003427343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001394983,"about_ca_topic_score_gemma":0.00001955949,"domain_scores_codex":[0.9977444,0.0000563211,0.001172803,0.0003377,0.0004190793,0.0002697004],"domain_scores_gemma":[0.996844,0.0005768306,0.001042036,0.0008666275,0.0003218052,0.0003487036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001833537,0.0005893679,0.6994103,0.001613972,0.0003127496,0.2839637,0.003970961,0.0001948697,0.002244047,0.002897441,0.0009652872,0.003653979],"study_design_scores_gemma":[0.02307439,0.00297788,0.7560323,0.08001453,0.008162072,0.0395008,0.04086085,0.01255446,0.006627981,0.02586451,0.00199897,0.002331205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888823,0.003585042,0.00006465444,0.001171442,0.0003852279,0.0004709189,0.00001647974,0.00005912651,0.005364778],"genre_scores_gemma":[0.999105,0.0003955972,0.0001641372,0.00005133011,0.0001266461,0.0000367864,0.00002481627,0.00003561326,0.0000600271],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2444628,"threshold_uncertainty_score":0.9940047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1510709664405795,"score_gpt":0.3199647334801036,"score_spread":0.1688937670395241,"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."}}