{"id":"W4403094677","doi":"10.14745/ccdr.v50i10a03f","title":"Modélisation mathématique pour la préparation aux pandémies au Canada : leçons de la COVID-19","year":2024,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Philosophy; Physics; Medicine; Virology; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002461948,0.001147431,0.001374645,0.001567007,0.002482099,0.004794091,0.002050311,0.002092327,0.006269498],"category_scores_gemma":[0.01050005,0.0007303596,0.001505683,0.002009352,0.003154207,0.001921844,0.002071382,0.003330706,0.0006017307],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0294376,"about_ca_system_score_gemma":0.04198399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9651047,"about_ca_topic_score_gemma":0.9322926,"domain_scores_codex":[0.9985899,0.0004768294,0.00004911058,0.0002504256,0.0003422963,0.0002913617],"domain_scores_gemma":[0.9953655,0.002724632,0.0001716791,0.0002129187,0.001299445,0.0002257856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007632405,0.00005200908,0.005264346,0.0001386787,0.0001181878,0.0001443064,0.0006708435,0.5783152,0.0002450442,0.386058,0.008678484,0.02023862],"study_design_scores_gemma":[0.00003000631,0.00001686415,0.00240488,0.0001025082,0.0000466823,0.00002839437,0.0005021413,0.8908409,0.000169572,0.0864279,0.01938211,0.00004793623],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1481828,0.01615574,0.7333462,0.02599208,0.001112369,0.0002751733,0.004587983,0.0009652149,0.06938248],"genre_scores_gemma":[0.8029623,0.006189592,0.1185658,0.0009679266,0.0003388298,0.0003847164,0.001994553,0.000322414,0.0682738],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9705624,"threshold_uncertainty_score":0.2135857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07231655416508202,"score_gpt":0.3549301920779682,"score_spread":0.2826136379128861,"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."}}