{"id":"W4214612671","doi":"10.3389/ijph.2022.1604506","title":"The Corona Immunitas Digital Follow-Up eCohort to Monitor Impacts of the SARS-CoV-2 Pandemic in Switzerland: Study Protocol and First Results","year":2022,"lang":"en","type":"article","venue":"International Journal of Public Health","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Institute of Population and Public Health; Health Canada","funders":"Bundesamt für Gesundheit","keywords":"Medicine; Pandemic; Contact tracing; Public health; Environmental health; Population; Family medicine; Coronavirus disease 2019 (COVID-19); Disease; Nursing","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":[0.01210169,0.001857214,0.001034527,0.001352933,0.00233974,0.001391161,0.001565837,0.001637169,0.02426706],"category_scores_gemma":[0.009912991,0.0009465028,0.001484843,0.001088922,0.0009750401,0.001094524,0.002793779,0.001459662,0.005386895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002208563,"about_ca_system_score_gemma":0.009047322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004909625,"about_ca_topic_score_gemma":0.007587621,"domain_scores_codex":[0.9947668,0.003285936,0.0004236537,0.0006159694,0.0003943194,0.0005132366],"domain_scores_gemma":[0.9935986,0.001338633,0.001003328,0.001197506,0.001646258,0.001215671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1970626,0.03462612,0.2149128,0.01345218,0.001509733,0.002249129,0.006298576,0.008018776,0.01133667,0.01066502,0.1710399,0.3288285],"study_design_scores_gemma":[0.09413245,0.07962417,0.4541213,0.006338595,0.001395762,0.000779319,0.004280289,0.005508315,0.007759577,0.004237852,0.3412904,0.0005319653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.09308629,0.0008156569,0.01461538,0.0007098962,0.0005042707,0.8552273,0.02550763,0.0004270129,0.009106577],"genre_scores_gemma":[0.03527175,0.0001864743,0.008913045,0.0002504961,0.00009543087,0.949407,0.004068825,0.0000271345,0.001779772],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02426706,"threshold_uncertainty_score":0.08118135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08744644572197562,"score_gpt":0.43391255628157,"score_spread":0.3464661105595944,"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."}}