{"id":"W4390057085","doi":"10.1101/2023.12.20.23300316","title":"Predictors of COVID-19 Vaccine Hesitancy in North-Central Nigeria","year":2023,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Poliomyelitis; Vaccination; Medicine; Population; Measles; Herd immunity; Polio vaccine; Demography; Environmental health; Immunology; Virology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000514019,0.0001643192,0.0001523302,0.0004680264,0.0005081616,0.000574908,0.0001794184,0.0002370392,0.001883815],"category_scores_gemma":[0.002543463,0.0002014593,0.0001378288,0.0005991303,0.0003878466,0.0003399029,0.0004685129,0.0005677433,0.00009499349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003283222,"about_ca_system_score_gemma":0.0006503744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01495527,"about_ca_topic_score_gemma":0.02167852,"domain_scores_codex":[0.9997379,0.00007348735,0.00004104582,0.00002970284,0.00005128693,0.00006660679],"domain_scores_gemma":[0.997896,0.0003760263,0.001230028,0.00005661749,0.0001734596,0.0002678435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001890963,0.00003063253,0.9981098,0.00001859092,0.00000539379,0.0001217113,0.000496341,0.00002104067,0.00009106458,0.00002797446,0.00008324944,0.0009752641],"study_design_scores_gemma":[0.000001682649,0.00004248909,0.9951557,0.00005250426,0.00000532004,0.0002277402,0.003938193,0.0001500241,0.00006094755,0.00003363697,0.0003289488,0.000002819832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993349,0.00008934225,0.00001184371,0.00006742479,0.000004248859,0.00000853619,0.00004973495,6.263172e-7,0.0004332938],"genre_scores_gemma":[0.9997719,0.00008197283,0.000023981,0.00001023878,0.000001745519,0.000004116402,0.0000284742,3.775238e-7,0.00007728599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01495527,"threshold_uncertainty_score":0.02973646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03890649405413598,"score_gpt":0.3139151438061898,"score_spread":0.2750086497520539,"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."}}