{"id":"W3014180885","doi":"10.1097/pas.0000000000001479","title":"GLILD Revisited","year":2020,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Common variable immunodeficiency; Medicine; Pathology; Lung; Interstitial lung disease; Disease; Biopsy; Pneumonia; Immunology; Antibody; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001565,0.0008379651,0.001035114,0.00214536,0.001315422,0.00257582,0.00188383,0.006615556,0.01394811],"category_scores_gemma":[0.005049662,0.0002987518,0.0008147958,0.001100803,0.003993435,0.004087018,0.003520726,0.009842376,0.006514014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002394089,"about_ca_system_score_gemma":0.002581044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00235432,"about_ca_topic_score_gemma":0.00217712,"domain_scores_codex":[0.999057,0.000203518,0.0001043387,0.0002257403,0.0002015221,0.000207868],"domain_scores_gemma":[0.9986905,0.000440462,0.0001203603,0.0001311737,0.0003114926,0.0003060224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.0003112003,0.00009252691,0.006058626,0.001451106,0.0001126241,0.02594759,0.0009079562,0.0002693511,0.001304549,0.1763857,0.4840365,0.3031224],"study_design_scores_gemma":[0.0001019614,0.00008063133,0.00193594,0.001554882,0.00004823655,0.09437563,0.000637839,0.000198408,0.0003894724,0.05209633,0.8485455,0.0000351223],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01892203,0.4254159,0.006892798,0.3674442,0.03428859,0.0001445979,0.0008104257,0.001003226,0.1450783],"genre_scores_gemma":[0.1498201,0.2521849,0.007133339,0.4307273,0.07238362,0.0003001558,0.001631535,0.0005902241,0.08522892],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01394811,"threshold_uncertainty_score":0.04666108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167438259612636,"score_gpt":0.2371934408056122,"score_spread":0.2255190582094859,"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."}}