{"id":"W4400305002","doi":"10.3389/ijph.2024.1606861","title":"Socioeconomic Status and Adherence to Preventive Measures During the COVID-19 Pandemic in Switzerland: A Population Based Digital Cohort Analysis","year":2024,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McGill University Health Centre","funders":"Bundesamt für Gesundheit","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Socioeconomic status; Public health; Medicine; Environmental health; 2019-20 coronavirus outbreak; Population; Cohort; Cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Demography; Virology; Outbreak; Nursing; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000965501,0.000386429,0.0002535794,0.0008235513,0.0004795474,0.0007996861,0.0003140901,0.0005024701,0.002373217],"category_scores_gemma":[0.001430075,0.0002644612,0.0005759186,0.0009436737,0.00027735,0.0005020101,0.0007388259,0.0004782888,0.0002458371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004348663,"about_ca_system_score_gemma":0.0003460667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01712003,"about_ca_topic_score_gemma":0.01727083,"domain_scores_codex":[0.9995895,0.0001114663,0.00003506253,0.0001103377,0.00006220006,0.00009141222],"domain_scores_gemma":[0.9992798,0.00009651906,0.0002592396,0.0001617652,0.00007814109,0.0001246044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002130702,0.00004125468,0.998484,0.000008066577,0.0000880078,0.00005028425,0.00009474176,0.00005049223,0.0001093951,0.00001729293,0.0001133031,0.0007300805],"study_design_scores_gemma":[0.00001073074,0.0001113594,0.9992769,0.00000583377,0.00002897282,0.00006054011,0.000115486,0.0002300013,0.00002285011,0.00001085191,0.0001231058,0.000003497221],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989359,0.00006870228,0.00006470863,0.00001812189,0.000004425128,0.0000103023,0.0007524264,0.000002300311,0.000143095],"genre_scores_gemma":[0.9990162,0.00004451527,0.00007193282,0.00001092253,0.000006298657,0.0000162432,0.0007086706,0.000001420092,0.0001237276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01712003,"threshold_uncertainty_score":0.03404075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09754461268986227,"score_gpt":0.454591850051334,"score_spread":0.3570472373614718,"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."}}