{"id":"W3037475149","doi":"10.1186/s13223-020-00451-z","title":"Incidence of malignancy in patients with common variable immunodeficiency according to therapeutic delay: an Italian retrospective, monocentric cohort study","year":2020,"lang":"en","type":"article","venue":"Allergy Asthma and Clinical Immunology","topic":"Immunodeficiency and Autoimmune Disorders","field":"Immunology and Microbiology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"CSL Behring","keywords":"Common variable immunodeficiency; Incidence (geometry); Retrospective cohort study; Medicine; Malignancy; Cohort; Immunodeficiency; Pediatrics; Internal medicine; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081367,0.0003352424,0.0004776785,0.001644659,0.0004800313,0.0007064904,0.0004162857,0.0005097332,0.001568614],"category_scores_gemma":[0.002161467,0.0004138083,0.0004755254,0.001769454,0.0003954223,0.000436574,0.0005309965,0.0003606815,0.0002138725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006038795,"about_ca_system_score_gemma":0.0003948114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006231755,"about_ca_topic_score_gemma":0.004248783,"domain_scores_codex":[0.9993172,0.0001447385,0.00007233158,0.0002375349,0.00007800671,0.0001502725],"domain_scores_gemma":[0.9984238,0.0002651016,0.0007344946,0.0002046078,0.000111042,0.000260959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001040361,0.00001711302,0.9991248,0.000007062339,0.00002293087,0.0001384013,0.000063003,0.00001803461,0.00008996612,0.00000993377,0.00003889762,0.0003658192],"study_design_scores_gemma":[0.00001101449,0.0001585293,0.998472,0.000007187276,0.00002914105,0.0009248955,0.0001216611,0.0000793366,0.00002500738,0.00001009836,0.0001569423,0.00000419442],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991358,0.0003431831,0.00004675643,0.00001120426,0.000002355059,0.00001217455,0.0002050852,0.000002119315,0.0002414513],"genre_scores_gemma":[0.9994634,0.0001597537,0.00004280458,0.00001342387,0.000008034999,0.0000112332,0.0002572248,0.000001934271,0.00004223962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006231755,"threshold_uncertainty_score":0.01239097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107145383250961,"score_gpt":0.2607091581414311,"score_spread":0.249994619816335,"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."}}