{"id":"W4396655634","doi":"10.1101/2024.05.03.24306818","title":"SCORE: Serologic Evidence of COVID-19, Social, and Occupational Contacts in Healthcare Workers in a Sample of Long-Term Care and Acute Care Facilities in Southeastern Ontario (SCORE)","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Sample (material); Medicine; Health care; Coronavirus disease 2019 (COVID-19); Long-term care; Environmental health; Acute care; Serology; Nursing; Internal medicine; Economic growth; Economics; Disease","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":[0.0002973415,0.0003004745,0.0002087177,0.0006610901,0.001584687,0.0007717241,0.0006803092,0.0003649435,0.00150302],"category_scores_gemma":[0.001093452,0.0003102542,0.0002840488,0.001024651,0.0005426927,0.0002864335,0.0007846147,0.0003308383,0.0002507891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004375734,"about_ca_system_score_gemma":0.003857932,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8602849,"about_ca_topic_score_gemma":0.9181283,"domain_scores_codex":[0.9995418,0.00003839863,0.00003066519,0.0000819728,0.0001323977,0.0001749258],"domain_scores_gemma":[0.9991252,0.00003167341,0.0002754112,0.00004060192,0.0002273407,0.0002997771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001912011,0.0000129269,0.9988272,0.00000534825,0.000007545199,0.00003448017,0.0004672681,0.000005688662,0.0001516095,0.000004351838,0.0001134812,0.0003511446],"study_design_scores_gemma":[0.000001418033,0.00001303273,0.9993179,0.000002534571,0.000002478485,0.00001617043,0.0005515479,0.00001322614,0.000008282774,0.000001783889,0.00007092666,7.988215e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990202,0.00004430703,0.00002018331,0.00002958123,0.000002211927,0.00002070887,0.0005167137,0.00000119086,0.000344869],"genre_scores_gemma":[0.9989844,0.0000435869,0.00002843414,0.00003986818,0.000003495484,0.00001983958,0.0004566317,8.281791e-7,0.000423051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1397151,"threshold_uncertainty_score":0.2810757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.091765591638492,"score_gpt":0.3624202717430763,"score_spread":0.2706546801045843,"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."}}