{"id":"W4413115897","doi":"10.1371/journal.pone.0303813","title":"SCORE: Serologic evidence of COVID-19 and social and occupational contacts in healthcare workers in long-term care and acute care facilities in Southeastern Ontario (SCORE)","year":2025,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston Health Sciences Centre; Public Health Ontario; Ottawa Public Health; Queen's University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Health care; Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; Environmental health; Virology; Internal medicine; Political science","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":[0.0003221219,0.0002770989,0.0001937314,0.0005888798,0.001028667,0.0006245718,0.0006678196,0.000293048,0.001463425],"category_scores_gemma":[0.000981593,0.0002388408,0.0002191215,0.0009672058,0.0005067335,0.0002550492,0.0006112072,0.0002568288,0.0002019422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004687957,"about_ca_system_score_gemma":0.005366327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8691083,"about_ca_topic_score_gemma":0.9302348,"domain_scores_codex":[0.9996281,0.0000288112,0.00002592524,0.00006468564,0.0001171379,0.000135245],"domain_scores_gemma":[0.9990187,0.00003282045,0.0003121005,0.00003555465,0.0003199827,0.0002808068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002021252,0.000007473735,0.9992294,0.000004810257,0.000005414996,0.00002788687,0.000159939,0.000006629671,0.0001143612,0.00000214687,0.00009490459,0.0003267712],"study_design_scores_gemma":[0.000001599622,0.00001285587,0.9996616,0.00000265049,0.000002743947,0.000019277,0.0001894457,0.00001661983,0.00001172249,0.000001540563,0.00007917624,7.482798e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985012,0.0000725774,0.00003580559,0.0000340991,0.00000287843,0.00002102984,0.0008748609,0.000002449162,0.000455182],"genre_scores_gemma":[0.9987428,0.00004659376,0.00005454515,0.00002688228,0.000003790284,0.00001609847,0.0007034256,9.110103e-7,0.0004050331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1308917,"threshold_uncertainty_score":0.2633252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1477777310038679,"score_gpt":0.3963997839782858,"score_spread":0.2486220529744179,"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."}}