{"id":"W4365446924","doi":"10.14745/ccdr.v49i04a06","title":"COVID-19 outbreak trends in Canada, 2021","year":2023,"lang":"en","type":"article","venue":"Canada Communicable Disease Report","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Outbreak; Incidence (geometry); Medicine; Environmental health; Public health; Geography; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0008907982,0.0005078592,0.0003392358,0.002996536,0.001909151,0.001770489,0.001332158,0.0003691884,0.002830829],"category_scores_gemma":[0.002812974,0.0003138474,0.0005134357,0.004165004,0.0005582798,0.0007067507,0.0008926258,0.0009141698,0.0003225008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04447159,"about_ca_system_score_gemma":0.05664906,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944801,"about_ca_topic_score_gemma":0.9952195,"domain_scores_codex":[0.9988534,0.00003640612,0.00007345707,0.0001479023,0.0004940579,0.0003946881],"domain_scores_gemma":[0.9956897,0.0001286434,0.0007172137,0.00006779841,0.002672504,0.0007241478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002851668,0.00005691095,0.9614791,0.0003111397,0.0001010753,0.000193756,0.0006818274,0.001164621,0.0006847807,0.0003414006,0.01863031,0.01606984],"study_design_scores_gemma":[0.000009270151,0.00002871503,0.9929639,0.00007376223,0.00002280652,0.00009519904,0.0009936425,0.0007580172,0.0001562272,0.00004213995,0.004844259,0.00001195948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.832184,0.006401401,0.001078214,0.003089257,0.0001287233,0.0003386136,0.1416532,0.0003808702,0.0147457],"genre_scores_gemma":[0.9483234,0.002371813,0.001478784,0.00071413,0.00003017065,0.0001032963,0.04321855,0.00003801523,0.003721891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04447159,"threshold_uncertainty_score":0.3226655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2224296569627435,"score_gpt":0.4129628808281517,"score_spread":0.1905332238654082,"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."}}