{"id":"W1982116683","doi":"10.1177/1066896913513832","title":"Solitary Lesions With Fibrosis and Increased IgG4+ Plasma Cells","year":2013,"lang":"en","type":"article","venue":"International Journal of Surgical Pathology","topic":"IgG4-Related and Inflammatory Diseases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Malignancy; Medicine; IgG4-related disease; Fibrosis; Natural history; Disease; Consensus conference; Pathology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001171955,0.0001045232,0.0002517507,0.0001710363,0.00003263318,0.00002015165,0.000104424,0.00009343817,0.0006816115],"category_scores_gemma":[0.00004638071,0.00006799279,0.00009532672,0.00004408701,0.0001706144,0.0001850993,0.00003751416,0.0002446854,0.0000603554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003285271,"about_ca_system_score_gemma":0.00009283948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001960057,"about_ca_topic_score_gemma":8.284423e-7,"domain_scores_codex":[0.999034,0.0000624535,0.0003592636,0.0001124818,0.0002940518,0.0001377006],"domain_scores_gemma":[0.9990095,0.0001764255,0.0001665034,0.00007185276,0.0003349979,0.0002406812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01858026,0.004055859,0.43552,0.0001964319,0.003219243,0.1391204,0.00144943,0.0002359254,0.2545156,0.006198103,0.05704038,0.07986829],"study_design_scores_gemma":[0.02659952,0.004477282,0.7804005,0.001239888,0.0006482787,0.100787,0.0008638971,0.0008201904,0.0216229,0.002628294,0.05922533,0.0006869501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946614,0.0002760961,0.00002073637,0.002829338,0.0002365097,0.00007939452,0.00001189946,0.00001193557,0.001872674],"genre_scores_gemma":[0.9980004,0.0003212536,0.0007629871,0.0003965981,0.0002961425,0.000003349406,0.000009754478,0.00001087491,0.0001986464],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3448805,"threshold_uncertainty_score":0.7463169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007365933588518347,"score_gpt":0.2383241146228728,"score_spread":0.2309581810343545,"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."}}