{"id":"W3128520153","doi":"10.2196/26111","title":"With Great Hopes Come Great Expectations: Access and Adoption Issues Associated With COVID-19 Vaccines","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Government (linguistics); Public health; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Public relations; Business; Political science; Medicine; Environmental health; Virology; Nursing; Outbreak","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":[0.0627633,0.0002306773,0.0003966412,0.001223268,0.005993593,0.01006023,0.001899167,0.005716319,0.005547754],"category_scores_gemma":[0.1686192,0.0004800956,0.0006160602,0.00104049,0.01515208,0.01263893,0.00636938,0.01074089,0.0003190402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006126186,"about_ca_system_score_gemma":0.007692993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01241952,"about_ca_topic_score_gemma":0.01152826,"domain_scores_codex":[0.9356933,0.04615812,0.002306581,0.001932206,0.009760077,0.004149718],"domain_scores_gemma":[0.8138837,0.1489144,0.01845773,0.00338202,0.008530744,0.006831413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002543236,0.0004111225,0.1246868,0.0007064537,0.0001047333,0.004908772,0.4178878,0.0006207989,0.001076306,0.2956682,0.02524764,0.128427],"study_design_scores_gemma":[0.00006219726,0.0005709471,0.07343751,0.003094423,0.0001087105,0.004482929,0.5974669,0.003101252,0.001066052,0.2120245,0.1043678,0.0002168339],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3178129,0.003978252,0.006941118,0.6204427,0.0004341145,0.00009743225,0.00005738474,0.00003165118,0.05020435],"genre_scores_gemma":[0.974288,0.00157316,0.001127883,0.02143624,0.0003776254,0.00005073092,0.00001278643,0.00001932073,0.001114299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0627633,"threshold_uncertainty_score":0.331928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05509875601920026,"score_gpt":0.3677597394588065,"score_spread":0.3126609834396062,"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."}}