{"id":"W4389030466","doi":"10.1093/ofid/ofad500.1208","title":"1371. Results From the COVID-19 Vaccines Discrete Choice Experiment Pre-Test Qualitative Interviews in Canada, Germany, the UK, and US General Population","year":2023,"lang":"en","type":"article","venue":"Open Forum Infectious Diseases","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Test (biology); Influenza vaccine; Family medicine; Population; Demography; Vaccination; Environmental health; Immunology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005665139,0.0001572622,0.0002108626,0.00003899712,0.001089645,0.0003669085,0.0004750631,0.00003589813,0.0001577544],"category_scores_gemma":[0.002233131,0.00009978827,0.00005494648,0.0003862564,0.00002683258,0.0003794679,0.0003520858,0.00009747456,0.00001026034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918604,"about_ca_system_score_gemma":0.0006336785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9909853,"about_ca_topic_score_gemma":0.9975864,"domain_scores_codex":[0.99799,0.0007199221,0.0003534238,0.0003324719,0.0002667896,0.0003374024],"domain_scores_gemma":[0.9968215,0.002485375,0.0001780674,0.0002986045,0.00003898695,0.0001775315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005501555,0.00002951163,0.8928804,0.000005108447,0.00002496271,0.000007412465,0.02593225,0.0001818494,0.000005241495,0.0008476211,0.07947846,0.0005522178],"study_design_scores_gemma":[0.0008658564,0.00004045009,0.9486174,0.00002840764,0.00002929565,5.247493e-7,0.01681664,0.0001470967,0.000004825824,0.00366009,0.02961305,0.0001763757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680412,0.0007827907,0.000007446367,0.02768028,0.0002683881,0.001040723,0.0005171894,0.00004499956,0.001616962],"genre_scores_gemma":[0.9937836,0.0003015979,0.000002691604,0.00441977,0.0001892096,0.0002196473,0.0001825908,0.00001272728,0.0008881756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05573704,"threshold_uncertainty_score":0.838078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04006128279757979,"score_gpt":0.3819359320603326,"score_spread":0.3418746492627527,"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."}}