{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006855084,0.0001681444,0.0003612458,0.0001044947,0.001106256,0.0005693484,0.0001316347,0.00008982971,0.0001298961],"category_scores_gemma":[0.0008416924,0.0001324457,0.0000207933,0.0007949719,0.00006418124,0.0007910106,0.00004459293,0.0001245297,0.000002160072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345195,"about_ca_system_score_gemma":0.001770314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608878,"about_ca_topic_score_gemma":0.05458925,"domain_scores_codex":[0.9979278,0.000578484,0.0002417872,0.0004099007,0.0003350987,0.0005069331],"domain_scores_gemma":[0.9981808,0.0003465561,0.0001679096,0.0001752446,0.0003649143,0.0007645598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004445439,0.00004461291,0.9813857,0.00009262567,0.00002599109,0.00002602846,0.007438361,0.000001353032,3.776821e-7,0.001848095,0.005377206,0.003715162],"study_design_scores_gemma":[0.001528662,0.0002329288,0.8389511,0.00004421305,0.000002172063,0.00002072001,0.007574125,0.00002113974,4.365078e-7,0.0002983921,0.1510357,0.0002904384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8401535,0.008997377,0.0003414328,0.147537,0.00007791595,0.0006691824,0.00003698299,0.0002243639,0.001962212],"genre_scores_gemma":[0.9881582,0.004873166,0.0001234681,0.004986977,0.0001602988,0.00009849624,0.0001059519,0.00001664547,0.001476742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1480048,"threshold_uncertainty_score":0.962662,"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."}}