{"id":"W4309364915","doi":"10.7754/clin.lab.2022.220142","title":"Cytokine Levels in Patients with β-Thalassemia Major and Healthy Individuals: a Systematic Review and Meta-Analysis","year":2022,"lang":"en","type":"review","venue":"Clinical Laboratory","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Medicine; Thalassemia; Cytokine; Checklist; Internal medicine; Beta thalassemia; Systematic review; Tumor necrosis factor alpha; Immunology; MEDLINE; Psychology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003508237,0.0005957937,0.01364059,0.0004116614,0.00009019991,0.00002756276,0.0001840788,0.0005301915,0.0005598596],"category_scores_gemma":[0.002007198,0.0003371316,0.001041088,0.002371763,0.000193928,0.00006890118,0.0001875943,0.001578726,0.00001210601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001135621,"about_ca_system_score_gemma":0.0007319116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000690573,"about_ca_topic_score_gemma":0.000006257615,"domain_scores_codex":[0.9932055,0.002074098,0.002911188,0.0009086812,0.0005504208,0.0003500362],"domain_scores_gemma":[0.9957045,0.001542036,0.001307196,0.0008704747,0.0001523153,0.0004234849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000158494,0.0004329612,0.003561043,0.8950704,0.09881553,0.00007963722,0.00001897441,4.206173e-8,2.548583e-10,0.0000119552,0.0003882408,0.001605375],"study_design_scores_gemma":[0.001052186,0.000566246,0.001128212,0.0279469,0.8070251,0.0000121029,0.00002192683,2.487455e-7,8.954834e-10,0.000001467658,0.16192,0.0003256572],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001453998,0.9936731,6.905594e-7,0.0002852914,0.00004112055,0.004838625,0.000926885,0.00003028426,0.00005853082],"genre_scores_gemma":[0.00006215012,0.9956648,0.00008741473,0.003076763,0.00001512161,0.0006063288,0.0003023851,0.00006843435,0.0001166513],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8671235,"threshold_uncertainty_score":0.9999081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09336322227457751,"score_gpt":0.3947118978627012,"score_spread":0.3013486755881237,"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."}}