{"id":"W4220751860","doi":"10.1186/s13223-022-00661-7","title":"Monitoring patients with uncomplicated common variable immunodeficiency: a systematic review","year":2022,"lang":"en","type":"review","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":"Hospital for Sick Children; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Common variable immunodeficiency; Asymptomatic; Guideline; Intensive care medicine; Internal medicine; Pediatrics; Pathology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001535237,0.001189916,0.006884241,0.0002768972,0.001037124,0.00005435569,0.001730987,0.001176369,0.001344197],"category_scores_gemma":[0.0005241522,0.0008708416,0.0009117007,0.000926054,0.001029654,0.0001653807,0.001064358,0.003008822,0.0005088118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463189,"about_ca_system_score_gemma":0.0004136855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001441516,"about_ca_topic_score_gemma":0.000002359604,"domain_scores_codex":[0.9904274,0.003316042,0.003528831,0.001399941,0.0001746193,0.001153124],"domain_scores_gemma":[0.9937347,0.002104747,0.002093445,0.001882241,0.000154499,0.00003039227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000267031,0.003186598,0.00006310169,0.3295945,0.01483031,0.00003014373,0.0001131143,0.000001096483,0.00000445258,0.001414579,0.000189314,0.6503057],"study_design_scores_gemma":[0.001463649,0.001013204,0.0001811746,0.1577836,0.002145719,0.0001895642,0.00009798497,3.32863e-7,3.084616e-7,0.00002815463,0.8361738,0.0009225018],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001247011,0.9940311,0.0000152786,0.00003065201,0.001867173,0.002697307,0.0000740995,0.0002142668,0.0009454747],"genre_scores_gemma":[0.0001661391,0.9958501,0.00002122301,0.0002026133,0.000007983585,0.0009394803,0.001334921,0.0001370937,0.001340469],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8359845,"threshold_uncertainty_score":0.9995687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02656020367783866,"score_gpt":0.3076143585735321,"score_spread":0.2810541548956935,"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."}}