{"id":"W4212951302","doi":"10.14745/ccdr.v48i01a06f","title":"Rapport national de mi-saison d’ÉpiGrippe, 2021–2022 : activité grippale sporadique de retour","year":2022,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Respiratory viral infections research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"","keywords":"Medicine; Gynecology; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002529731,0.0006040073,0.0007464241,0.0005858904,0.001832123,0.00009769063,0.0005988683,0.0003006844,0.0194033],"category_scores_gemma":[0.0005169119,0.0007278096,0.0003485638,0.001923492,0.0006254081,0.0003757876,0.0001474294,0.002267723,0.00002354503],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01616698,"about_ca_system_score_gemma":0.06392782,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6136373,"about_ca_topic_score_gemma":0.7613451,"domain_scores_codex":[0.9928167,0.001098754,0.0008834955,0.0008646452,0.00204223,0.002294105],"domain_scores_gemma":[0.9969924,0.000541807,0.0002291357,0.0005554215,0.0003983782,0.001282843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001444606,0.001257155,0.1865921,0.01054596,0.001721718,0.007281943,0.002320175,0.01807562,0.02549564,0.00416646,0.6351056,0.105993],"study_design_scores_gemma":[0.001695659,0.0009681769,0.06324861,0.00121973,0.0002670293,0.001360843,0.003018417,0.003479836,0.009574583,0.0008982566,0.9134385,0.0008303511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8303118,0.09160095,0.00162475,0.0108851,0.002949212,0.001478143,0.00116976,0.0001465394,0.05983377],"genre_scores_gemma":[0.8860953,0.013913,0.0007216688,0.001379162,0.001844108,0.0005251005,0.0001680783,0.000195608,0.095158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2783329,"threshold_uncertainty_score":0.9995173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03054142530380883,"score_gpt":0.2853656141437562,"score_spread":0.2548241888399474,"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."}}