{"id":"W4381570577","doi":"10.3390/vaccines11061035","title":"COVID-19 Vaccine Safety Monitoring Studies in Low- and Middle-Income Countries (LMICs)—A Systematic Review of Study Designs and Methods","year":2023,"lang":"en","type":"review","venue":"Vaccines","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitair Medisch Centrum Utrecht","keywords":"Medicine; Observational study; Low and middle income countries; Vaccination; Population; Environmental health; MEDLINE; Logistic regression; Systematic review; Family medicine; Developing country; Demography; Virology; Pathology; Economic growth","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.009151069,0.0005931073,0.005799944,0.0005633847,0.0004389056,0.00008021053,0.0004924224,0.0002263427,0.00002282548],"category_scores_gemma":[0.01278849,0.0004418053,0.0002417245,0.001490216,0.00002878989,0.0002537563,0.0003460812,0.0002957089,0.000008035368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165003,"about_ca_system_score_gemma":0.0006867955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004476118,"about_ca_topic_score_gemma":0.001070123,"domain_scores_codex":[0.992797,0.003322518,0.002321232,0.0006671414,0.0004332736,0.0004588586],"domain_scores_gemma":[0.9913151,0.006438019,0.001156472,0.0005383823,0.0002905598,0.0002614727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001036785,0.00003693631,0.002904929,0.9897714,0.0004756772,0.00004994021,0.005028329,2.192043e-7,1.388239e-8,0.0001509686,0.00004537413,0.001525867],"study_design_scores_gemma":[0.0004841617,0.0001059066,0.000291351,0.9774427,0.003192685,0.00001452388,0.006456857,5.940187e-7,1.717374e-7,0.0002114659,0.01132955,0.0004699751],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001798024,0.9929875,0.00002392652,0.0002324141,0.0004630123,0.005969307,0.00002299485,0.00009841169,0.00002265906],"genre_scores_gemma":[0.00005862931,0.9983377,0.0003006378,0.00006359314,0.0002680371,0.0005244768,0.000003906037,0.00005995219,0.0003830543],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01232862,"threshold_uncertainty_score":0.9998034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2307123885972564,"score_gpt":0.5005605486031729,"score_spread":0.2698481600059165,"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."}}