{"id":"W4304789431","doi":"10.3390/v14102199","title":"SARS-CoV-2 Transmission in Belgian French-Speaking Primary Schools: An Epidemiological Pilot Study","year":2022,"lang":"en","type":"article","venue":"Viruses","topic":"SARS-CoV-2 detection and testing","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fédération Wallonie-Bruxelles","keywords":"Asymptomatic; Epidemiology; Medicine; Transmission (telecommunications); Pandemic; Family medicine; Pediatrics; Prospective cohort study; Coronavirus disease 2019 (COVID-19); Demography; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Disease; Internal medicine; Infectious disease (medical specialty)","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":[0.002017574,0.0009241139,0.0005368518,0.001428281,0.001445187,0.001013817,0.0004172585,0.000854699,0.001448066],"category_scores_gemma":[0.001665015,0.0003570186,0.000538541,0.0007782361,0.0009154815,0.0004014384,0.0003856246,0.0003088052,0.0003413567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002692893,"about_ca_system_score_gemma":0.002458343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1494019,"about_ca_topic_score_gemma":0.1481747,"domain_scores_codex":[0.9981706,0.0009351924,0.00006696863,0.0002157218,0.0001596892,0.0004517993],"domain_scores_gemma":[0.9984146,0.0002689772,0.0003310227,0.000100312,0.0004215762,0.0004635018],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001736296,0.00653669,0.968268,0.0001426799,0.0001380932,0.001489521,0.00683985,0.000299118,0.003690734,0.0001032093,0.0006329846,0.01012285],"study_design_scores_gemma":[0.0001186062,0.007818473,0.9870487,0.00001653917,0.00005246071,0.0003942965,0.003122728,0.00021672,0.0002976155,0.00001532529,0.0008822534,0.00001632668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993256,0.00007904546,0.00007154011,0.00001773373,0.00000226354,0.0001156802,0.0001127125,0.000005339338,0.0002700426],"genre_scores_gemma":[0.9989557,0.00009814977,0.0002824559,0.00006162098,0.00001022097,0.00009319826,0.0001885048,0.000001859123,0.0003082107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1494019,"threshold_uncertainty_score":0.2970646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1851145802414645,"score_gpt":0.3779579088273479,"score_spread":0.1928433285858835,"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."}}