{"id":"W4387765751","doi":"10.2196/29587","title":"Seroprevalence of SARS-CoV-2 in Niger State: Pilot Cross-Sectional Study","year":2023,"lang":"en","type":"article","venue":"JMIRx Med","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Seroprevalence; Medicine; Cross-sectional study; Asymptomatic; Odds ratio; Socioeconomic status; Demography; Environmental health; Immunology; Internal medicine; Antibody; Serology; Population; Pathology","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":[0.0005839947,0.0002993642,0.0001878889,0.0005790758,0.0005798009,0.0003082666,0.0001428678,0.0003313588,0.001059373],"category_scores_gemma":[0.0006619974,0.0003775773,0.000170804,0.0003895246,0.0002900591,0.0003912454,0.0003571956,0.0003067512,0.0002730239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003044548,"about_ca_system_score_gemma":0.0003981472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007050046,"about_ca_topic_score_gemma":0.01098089,"domain_scores_codex":[0.9997889,0.00008086304,0.00002602201,0.00004363291,0.00002573917,0.00003481819],"domain_scores_gemma":[0.9996157,0.00007717095,0.0001001543,0.00003686973,0.00007373374,0.0000963973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000963463,0.0003312121,0.9959275,0.00001552575,0.00001043359,0.0002456753,0.0008044831,0.00002893061,0.001323235,0.00002002448,0.00007323995,0.001123298],"study_design_scores_gemma":[0.0000209879,0.001231325,0.9946965,0.00001806461,0.00001929572,0.0007795166,0.002413945,0.0001738272,0.0002690402,0.00002252311,0.0003496303,0.000005207876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994741,0.0000293383,0.00006743432,0.00001088131,0.000002021942,0.00005531824,0.0001405459,0.000001700368,0.0002186915],"genre_scores_gemma":[0.9992251,0.00008400406,0.000240459,0.0000340276,0.00000319505,0.00005589909,0.0001837845,5.352736e-7,0.0001728043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007050046,"threshold_uncertainty_score":0.014018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1313362874579177,"score_gpt":0.4442631261679839,"score_spread":0.3129268387100662,"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."}}