{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008347802,0.000393324,0.001142879,0.0001924294,0.0002540454,0.00002590535,0.0007270878,0.0003852362,0.0001748668],"category_scores_gemma":[0.0002404686,0.0003404741,0.0001016616,0.0009059639,0.0004929763,0.0003051225,0.0003836591,0.0007815921,0.00005890239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004775089,"about_ca_system_score_gemma":0.0001135251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009044827,"about_ca_topic_score_gemma":0.00006091188,"domain_scores_codex":[0.9960395,0.0008530448,0.001367948,0.0009244534,0.0001227327,0.000692326],"domain_scores_gemma":[0.9984317,0.000233904,0.0004282969,0.0006607258,0.0002092833,0.00003607777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002299542,0.002840678,0.9766845,0.000007590224,0.0006811385,0.00001069764,0.001171786,0.00007201706,0.001822979,0.0009793764,0.000004119555,0.01342564],"study_design_scores_gemma":[0.005023474,0.008627739,0.9822362,0.00005235737,0.00005017257,0.000008975131,0.002876383,0.00004207351,0.00009577868,0.0001162434,0.0004674493,0.0004031718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917234,0.005803901,0.0002455596,0.0001676425,0.0003835585,0.001245744,0.00001373681,0.00006282697,0.0003535871],"genre_scores_gemma":[0.9990299,0.0002258985,0.00006142684,0.0004736267,0.000004521194,0.00006378792,0.00006088613,0.0000361591,0.00004374696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01302247,"threshold_uncertainty_score":0.9999048,"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."}}