{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238835,0.0002192382,0.0004750764,0.0003106766,0.0003010394,0.00002365416,0.0001838802,0.00004855777,0.0001237631],"category_scores_gemma":[0.0005613166,0.0001847491,0.00006616159,0.000598067,0.00004080687,0.0001855172,0.0001128095,0.0008601712,0.00003183514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002200584,"about_ca_system_score_gemma":0.0001017361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002142474,"about_ca_topic_score_gemma":0.0002053927,"domain_scores_codex":[0.9975841,0.0006227838,0.0005383329,0.0005220556,0.0003732904,0.0003594318],"domain_scores_gemma":[0.9991813,0.0002605596,0.0001191964,0.0003366498,0.00003304311,0.00006924995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003397994,0.00199433,0.1863579,0.00002232696,0.00002498706,0.0002628147,0.0005707305,0.00001416344,0.7931511,0.00001340925,0.0002198127,0.0170286],"study_design_scores_gemma":[0.008452516,0.02305659,0.6057369,0.0002690793,0.0001735761,0.0004437553,0.003250448,0.001572878,0.3009773,0.0005654742,0.05463316,0.000868311],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964646,0.0004578337,0.000193658,0.0001683131,0.0001848476,0.0006523042,0.000005336573,0.0003301968,0.001542984],"genre_scores_gemma":[0.9845415,0.00000511827,0.00128872,0.01387586,0.0001339688,0.000104351,0.000006322809,0.00003407731,0.00001011722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4921738,"threshold_uncertainty_score":0.7533848,"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."}}