{"id":"W4210539036","doi":"10.1371/journal.pone.0262957","title":"Few SARS-CoV-2 infections detected in Newfoundland and Labrador in the absence of Public Health Laboratory-based confirmation","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Serology; Incidence (geometry); Public health; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Vaccination; Pandemic; Coronavirus disease 2019 (COVID-19); Immunology; Coronavirus; Antibody; Virology; Environmental health; Internal medicine; Disease; Pathology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005471649,0.0002404392,0.0002318615,0.000732063,0.0008145905,0.0007250158,0.0005509238,0.0004207093,0.001584611],"category_scores_gemma":[0.001865892,0.0002948183,0.0002447729,0.0005844824,0.0007191796,0.0004177662,0.0005582793,0.000333006,0.0001794867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003230945,"about_ca_system_score_gemma":0.002353093,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4166695,"about_ca_topic_score_gemma":0.6499035,"domain_scores_codex":[0.9991508,0.0001521859,0.00006778176,0.0002039652,0.0001285334,0.0002968193],"domain_scores_gemma":[0.9979613,0.0002377317,0.001051777,0.00009490291,0.0002830158,0.0003712524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005550886,0.00002042781,0.9981626,0.00001177168,0.00001933159,0.0001379779,0.0001707564,0.00002022385,0.0003612847,0.000006574007,0.0002001102,0.0008334827],"study_design_scores_gemma":[0.00000253871,0.00004394036,0.9991798,0.000006767692,0.00000765564,0.0001329907,0.0003838595,0.00001930585,0.00004393643,9.556148e-7,0.0001764339,0.000001824233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980997,0.0002358453,0.00005631378,0.000121083,0.000008729352,0.00001460985,0.0005996067,0.000005539493,0.0008585353],"genre_scores_gemma":[0.9991459,0.00008231832,0.00004822079,0.00009317433,0.000007728884,0.000008535227,0.0003507532,0.000001140213,0.0002622005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5833305,"threshold_uncertainty_score":0.8284883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1059700885644032,"score_gpt":0.3386670010328872,"score_spread":0.2326969124684839,"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."}}