{"id":"W7133057218","doi":"","title":"Investigating SARS-CoV-2 Clinical Characteristics, Antibody Response, and Public Understanding of SARS-CoV-2 Laboratory Testing: Implications for COVID-19 Patient Management","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Antibody response; Disease; Cohort; Antibody; Disease management; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Public health; Cohort study","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":[0.003130392,0.0001459497,0.0002354149,0.0006285989,0.0006441468,0.001173623,0.0002473776,0.0004200798,0.007693018],"category_scores_gemma":[0.007841882,0.00009651643,0.0002922191,0.0007193965,0.0003015907,0.001083302,0.0007488632,0.000673894,0.0006691706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009255075,"about_ca_system_score_gemma":0.00326473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004772005,"about_ca_topic_score_gemma":0.007795699,"domain_scores_codex":[0.9992689,0.0003331528,0.00004919326,0.0000714922,0.0001169056,0.0001603936],"domain_scores_gemma":[0.9970898,0.001016925,0.0007658199,0.00008408404,0.0005029888,0.0005403332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001603732,0.0007099634,0.8882263,0.0005785199,0.00007720767,0.0001755325,0.01304125,0.000171851,0.001094877,0.001273774,0.009222343,0.08526804],"study_design_scores_gemma":[0.00002495009,0.0004624047,0.9500388,0.0007963305,0.00004875827,0.0001795936,0.02755704,0.000339493,0.0005481222,0.00141627,0.01856801,0.00002015872],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636806,0.003247391,0.0004994916,0.01758278,0.00008588022,0.0001368611,0.001782055,0.00001260986,0.01297236],"genre_scores_gemma":[0.9887367,0.003499547,0.0009097074,0.002434233,0.00006977486,0.0001628591,0.0007951388,0.000005340804,0.003386765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007693018,"threshold_uncertainty_score":0.02573574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3228875561426893,"score_gpt":0.5083702729306512,"score_spread":0.1854827167879619,"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."}}