{"id":"W4405524174","doi":"10.1007/s12529-024-10337-8","title":"Quantitative Measurement of Individual and Contextual Determinants of COVID-19 Vaccination in General Population Samples: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"International Journal of Behavioral Medicine","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Queen's University; University of Calgary; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; Health psychology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Population; Data science; Environmental health; Public health; Medicine; Virology; Computer science; Disease; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003609808,0.0002001596,0.001564481,0.0008176612,0.00003605982,0.00002126955,0.0004247866,0.0001306481,0.000135012],"category_scores_gemma":[0.001691411,0.0001505426,0.0002203219,0.0002747603,0.00004824507,0.0002619291,0.00006553985,0.0002786357,7.032068e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000541389,"about_ca_system_score_gemma":0.001257437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002265153,"about_ca_topic_score_gemma":0.004643713,"domain_scores_codex":[0.995418,0.0004489682,0.002100147,0.0001808096,0.001718979,0.0001331621],"domain_scores_gemma":[0.9964901,0.0002385476,0.002151509,0.00007867751,0.0009139372,0.0001272159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006629907,0.0001772448,0.005832007,0.0360795,0.0001985618,0.0001858286,0.007327134,0.000001060764,0.000004924997,0.001202288,0.0007403112,0.9481848],"study_design_scores_gemma":[0.001605394,0.001109273,0.003860343,0.9687083,0.003565882,0.0001587989,0.001687477,0.000003085052,0.000002502872,0.0005257868,0.01845007,0.0003230783],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005028291,0.9929416,0.00006796786,0.000431912,0.0007783849,0.0006805325,0.00004742569,0.000004074781,0.00001984506],"genre_scores_gemma":[0.01759721,0.9817635,0.00018669,0.00006964216,0.0003148344,0.00001252835,0.00002938178,0.00001389865,0.00001224041],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9478617,"threshold_uncertainty_score":0.6138951,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3388308444213736,"score_gpt":0.5413857061457661,"score_spread":0.2025548617243925,"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."}}