{"id":"W4293575017","doi":"10.21203/rs.3.rs-1968616/v1","title":"Association between Anxiety and Disease Pathophysiology in Participants of Longitudinal Observational Studies in Aging during the COVID-19 Lockdown","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Observational study; Coronavirus disease 2019 (COVID-19); Anxiety; Association (psychology); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Disease; Pathophysiology; Psychology; Clinical psychology; Medicine; Psychiatry; Internal medicine; Virology; Psychotherapist; Infectious disease (medical specialty); Outbreak","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":[0.001458407,0.0002303288,0.0003100206,0.0005189491,0.0007857318,0.001177183,0.0006273268,0.0005724767,0.002774735],"category_scores_gemma":[0.007435812,0.0002888558,0.0004069791,0.0007734111,0.0002500823,0.0004707155,0.001333871,0.000899254,0.000432446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005076932,"about_ca_system_score_gemma":0.0008101877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05160586,"about_ca_topic_score_gemma":0.05001446,"domain_scores_codex":[0.9992403,0.0001976788,0.00006455807,0.000208394,0.0001083538,0.0001807129],"domain_scores_gemma":[0.9961537,0.0005566758,0.0009408137,0.0005028667,0.0007607485,0.001085207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002947476,0.00002921349,0.9965916,0.000008160565,0.00006249095,0.00002628864,0.0004006548,0.00001335118,0.0002068517,0.00006973657,0.000914051,0.001382989],"study_design_scores_gemma":[0.000003972921,0.00002136778,0.9994236,0.000005194817,0.00001110868,0.00001340893,0.0002028388,0.00002159767,0.0000216842,0.00001625676,0.000256478,0.000002303285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961217,0.0002145733,0.0001606201,0.0002079105,0.00004941865,0.00001057424,0.00261718,0.000005694453,0.0006123027],"genre_scores_gemma":[0.9951025,0.0001354223,0.0001754998,0.00008518049,0.00003474118,0.00003465511,0.002840604,0.00001506276,0.001576291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05160586,"threshold_uncertainty_score":0.1026109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.457836284711906,"score_gpt":0.5714137218108977,"score_spread":0.1135774370989917,"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."}}