{"id":"W4225280960","doi":"10.21203/rs.3.rs-1072047/v2","title":"Online Symptoms Self-Assessment During Covid-19 Pandemic: an Analysis of a Covid-19 Portal Responses from Canada.","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":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Sore throat; Public health; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Demography; Geography; Nursing; Virology; Surgery; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001018574,0.0002792439,0.000260415,0.001709034,0.001611707,0.0009394775,0.0005982775,0.0003305871,0.001931333],"category_scores_gemma":[0.004178915,0.0002453653,0.0003477885,0.003409495,0.0005940543,0.0002971579,0.001143635,0.0005874209,0.0003534558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01493673,"about_ca_system_score_gemma":0.02039187,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9709033,"about_ca_topic_score_gemma":0.9812608,"domain_scores_codex":[0.9988672,0.0001294256,0.0000744781,0.0001144594,0.0004692365,0.0003453225],"domain_scores_gemma":[0.9945347,0.0004167042,0.001017536,0.0001002794,0.002710013,0.001220777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001511051,0.00007649529,0.9841743,0.0001031476,0.00002117671,0.0001597824,0.004414724,0.00006896349,0.0003179608,0.0000326759,0.002086895,0.008392593],"study_design_scores_gemma":[0.000002837896,0.00004082065,0.9941956,0.00001838417,0.000004616616,0.000026445,0.004360804,0.0001061586,0.00006465498,0.000003467817,0.001169712,0.00000642958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874972,0.0001509964,0.00008173173,0.0002377528,0.000009031986,0.0002256434,0.009280406,0.00001659517,0.002500621],"genre_scores_gemma":[0.9922668,0.0002304569,0.0003122179,0.0002129834,0.000006986766,0.0001068281,0.004695274,0.000009263715,0.002159255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02909672,"threshold_uncertainty_score":0.1083741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1636192898100799,"score_gpt":0.5446739273550616,"score_spread":0.3810546375449816,"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."}}