{"id":"W4295749203","doi":"10.2196/36827","title":"Perceptions of, and Obstacles to, SARS-CoV-2 Vaccination Among Adults in Lebanon: Cross-sectional Online Survey","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Snowball sampling; Pandemic; Cross-sectional study; Medicine; Vaccine-preventable diseases; Environmental health; Public health; Health care; Family medicine; Coronavirus disease 2019 (COVID-19); Political science; Nursing; Immunology; Measles; Disease","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":[0.001002683,0.0002114065,0.0002028457,0.0004815864,0.0005728861,0.0006197167,0.0002184028,0.0004399786,0.00185256],"category_scores_gemma":[0.001581899,0.0001941744,0.0002660722,0.0004634802,0.0002364312,0.0006482769,0.0005233979,0.0004747448,0.0003155707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005464962,"about_ca_system_score_gemma":0.0005086438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380714,"about_ca_topic_score_gemma":0.02152314,"domain_scores_codex":[0.9995963,0.0001311388,0.0000571669,0.00004682632,0.00006961249,0.0000990017],"domain_scores_gemma":[0.9990236,0.0001489625,0.0004023995,0.00002356417,0.0001690955,0.0002323435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002610928,0.0001272929,0.9921736,0.00005495189,0.00001447143,0.0001010878,0.003666111,0.00001797964,0.0001769586,0.00002454361,0.000457887,0.003159125],"study_design_scores_gemma":[0.000005876377,0.0001752464,0.9806938,0.00005922848,0.00001041193,0.0001327886,0.01776594,0.0001120927,0.00005440348,0.00001824486,0.0009656494,0.00000639187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987926,0.00009450769,0.00002102111,0.0001648388,0.00000583629,0.00002451858,0.0003496193,0.000001264891,0.0005456954],"genre_scores_gemma":[0.9987959,0.0001894747,0.00009847578,0.0002838572,0.000009838468,0.00004960294,0.0002600865,7.74978e-7,0.0003120592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01380714,"threshold_uncertainty_score":0.02745354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1175702339216413,"score_gpt":0.4714656774748239,"score_spread":0.3538954435531826,"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."}}