{"id":"W178231643","doi":"10.1155/2013/418516","title":"Immunoglobulin G4‐related Lung Disease: A Disease with Many Different Faces","year":2013,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Medicine; Disease; Pathological; Discontinuation; Interstitial lung disease; Antibody; Lung disease; Biopsy; Lung; Pathology; Immunology; Internal medicine","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":[0.0001365477,0.0004054149,0.0004060926,0.0004950243,0.0005725564,0.0002618233,0.0002612223,0.0001341326,0.006471527],"category_scores_gemma":[0.0001260983,0.0002933519,0.0002442722,0.0002546277,0.0002120669,0.0004244942,0.00002550251,0.0007769182,0.000523294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006928631,"about_ca_system_score_gemma":0.003287381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007043787,"about_ca_topic_score_gemma":0.0006157166,"domain_scores_codex":[0.997517,0.0001413781,0.0005776946,0.0003612845,0.0005336726,0.0008689649],"domain_scores_gemma":[0.9922583,0.00002823175,0.0002037681,0.0005115091,0.000324641,0.006673517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008324136,0.0002449859,0.9117737,0.0002771667,0.000804273,0.01153948,0.0001923822,0.0001879687,0.0005807862,0.0008893993,0.06552832,0.007149167],"study_design_scores_gemma":[0.002499853,0.0001637655,0.956476,0.0007518571,0.0004972381,0.0001761581,0.000167675,0.0004026521,0.00003130467,0.000214599,0.03816218,0.0004567269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819652,0.0127654,0.00001837168,0.002313165,0.0003176813,0.0007304044,0.00007637626,0.00008456812,0.001728769],"genre_scores_gemma":[0.993907,0.0001003153,0.00001058537,0.003422283,0.0003249902,0.00006048751,0.00003450943,0.00007702913,0.002062839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04470233,"threshold_uncertainty_score":0.9999518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008012382461708153,"score_gpt":0.2185446708430378,"score_spread":0.2105322883813297,"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."}}