{"id":"W4387340587","doi":"10.5539/gjhs.v15n11p22","title":"The Effect of Individual Preferences on Precautionary Behaviors in Vaccine Taking, Saving, and Physical Activity","year":2023,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Education of Guangdong Province","keywords":"Preference; Pandemic; Perspective (graphical); Coronavirus disease 2019 (COVID-19); Psychology; Risk perception; Sample (material); Environmental health; Logistic regression; Risk-seeking; Social psychology; Medicine; Economics; Microeconomics; Perception; Computer science","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":[0.001748251,0.0003059101,0.0002418553,0.0005899474,0.0003823614,0.0008325974,0.0001829045,0.0004663299,0.0039075],"category_scores_gemma":[0.005543541,0.0001657013,0.0007248762,0.0006681854,0.0004770674,0.0003960621,0.0005052206,0.0006327949,0.0002811481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004248862,"about_ca_system_score_gemma":0.0003642251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01385152,"about_ca_topic_score_gemma":0.02037931,"domain_scores_codex":[0.9990607,0.0005232756,0.00005592166,0.0001156651,0.00008862453,0.0001558509],"domain_scores_gemma":[0.9929518,0.003545915,0.002167702,0.0004232303,0.0001952103,0.0007161548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001085178,0.0001034395,0.9961559,0.000009666271,0.00009882462,0.00003765144,0.0001991402,0.0003625992,0.0001097995,0.0001609809,0.00005205814,0.002601404],"study_design_scores_gemma":[0.000003370132,0.00008462858,0.99804,0.000005445016,0.00003259295,0.00002257609,0.0003048453,0.001077601,0.0000627788,0.0002400623,0.0001214382,0.000004602815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987161,0.0001289143,0.0002743708,0.0001110933,0.000004039395,0.00000559095,0.0001028509,0.000001903508,0.0006551288],"genre_scores_gemma":[0.9994394,0.00006315027,0.0001048909,0.00002244033,0.000003254148,0.000003889212,0.0000967423,6.776476e-7,0.000265609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01385152,"threshold_uncertainty_score":0.02754182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05902131777072906,"score_gpt":0.3630784997768833,"score_spread":0.3040571820061542,"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."}}