{"id":"W7104250713","doi":"10.71781/684","title":"Développement d'un modèle de détection précoce des menaces sanitaires pour le GPHIN et analyse de la corrélation entre l'intensité de sa couverture médiatique de la COVID-19 et l'évolution des cas de SRAS-CoV-2 au Canada","year":2024,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"French; Web site; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.002790384,0.00151699,0.001063908,0.002712079,0.0008536352,0.003644371,0.002167025,0.001815554,0.004056179],"category_scores_gemma":[0.008773023,0.0007589409,0.001503247,0.001617348,0.000843344,0.002383884,0.0009042603,0.001876775,0.001068764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003564321,"about_ca_system_score_gemma":0.005290297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1542963,"about_ca_topic_score_gemma":0.1108228,"domain_scores_codex":[0.9990252,0.0001780231,0.0000704483,0.0003976753,0.0002124283,0.000116172],"domain_scores_gemma":[0.9952379,0.002596298,0.0003723924,0.0001883147,0.001404853,0.0002001891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007690684,0.0004723309,0.08002488,0.000432221,0.000487431,0.0002407984,0.0007149762,0.740739,0.004542408,0.004525995,0.005269363,0.1617816],"study_design_scores_gemma":[0.00002549418,0.00007791145,0.005072431,0.00003498741,0.00006262195,0.00002901925,0.00008026345,0.9905733,0.001120867,0.001634068,0.00126849,0.00002039237],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4111733,0.001856914,0.5617695,0.003520775,0.0004179024,0.001067946,0.003879277,0.00730871,0.009005626],"genre_scores_gemma":[0.7604167,0.0007093443,0.2224662,0.0004096295,0.0001378303,0.0009715813,0.004049208,0.0001961839,0.0106434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8457037,"threshold_uncertainty_score":0.3067964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308930583777874,"score_gpt":0.3516095033270768,"score_spread":0.3207164449492894,"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."}}