{"id":"W3217168848","doi":"10.2196/33739","title":"COVID-19 Vaccine Perceptions, Intentions, and Uptake Among Young Adults in the United States: Prospective College-Based Cohort Study","year":2021,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vaccination; Herd immunity; Medicine; Population; Ethnic group; Demography; Young adult; Logistic regression; Gerontology; Environmental health; Immunology; Internal medicine","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":[0.003891036,0.0001503421,0.0003134646,0.0002037803,0.001258073,0.0002312725,0.000161655,0.00007353895,0.0001333605],"category_scores_gemma":[0.002313375,0.000123418,0.0000342895,0.00156167,0.00005869929,0.0002223879,0.00004023547,0.0002600269,0.000001885795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003105113,"about_ca_system_score_gemma":0.002799892,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01165109,"about_ca_topic_score_gemma":0.2449301,"domain_scores_codex":[0.996479,0.001686813,0.0004258223,0.0004598014,0.0004461711,0.0005023697],"domain_scores_gemma":[0.9981649,0.0003864749,0.0001257454,0.0002576335,0.0003428624,0.0007224011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004383736,0.0003138198,0.9613378,0.00006776276,0.00001181115,0.00002915505,0.03139097,0.000002918347,8.114782e-8,0.0007486602,0.005763812,0.000289369],"study_design_scores_gemma":[0.001517583,0.0001324792,0.8422256,0.00001082657,9.510661e-7,0.000004413537,0.1332817,0.0001649732,6.46964e-9,0.00009632429,0.02245208,0.0001131423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9523172,0.0005961657,0.0001161872,0.0440241,0.00008798215,0.002247848,0.00006189376,0.00006902697,0.0004795804],"genre_scores_gemma":[0.9908882,0.001692814,0.00002414553,0.006485754,0.00007482895,0.0004277573,0.0001479107,0.000009765899,0.0002487769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.233279,"threshold_uncertainty_score":0.9949304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02451413795104329,"score_gpt":0.3315514045096923,"score_spread":0.307037266558649,"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."}}