{"id":"W4417439363","doi":"10.1371/journal.pgph.0005550","title":"A century of weekly notifiable disease incidence data by province in Canada","year":2025,"lang":"en","type":"article","venue":"PLOS Global Public Health","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital; McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Incidence (geometry); Notifiable disease; Communicable disease; Disease surveillance; Public health surveillance; Public health; Government (linguistics); Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.002960071,0.0006311481,0.0007340771,0.01239682,0.002804739,0.00334012,0.001721611,0.000397566,0.005118737],"category_scores_gemma":[0.01804615,0.0005868278,0.0006688123,0.04137422,0.001014597,0.001054247,0.001534518,0.001229541,0.001283153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04958333,"about_ca_system_score_gemma":0.08662758,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9955364,"about_ca_topic_score_gemma":0.9960335,"domain_scores_codex":[0.9939426,0.0002688124,0.0005890023,0.0008587122,0.003663646,0.0006772206],"domain_scores_gemma":[0.9773855,0.001498739,0.001325064,0.001335275,0.01724353,0.001211945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000326638,0.00004556404,0.1925552,0.001630374,0.0002344536,0.0003997373,0.006626603,0.003907016,0.001421266,0.008414494,0.4750807,0.309358],"study_design_scores_gemma":[0.00002443221,0.00002049135,0.4572372,0.0008766463,0.00009213905,0.0001262381,0.001886156,0.001861944,0.0008757029,0.0009014531,0.5359479,0.0001497721],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1186112,0.009650812,0.01074597,0.007162347,0.001073388,0.0003730597,0.8133588,0.001569909,0.03745445],"genre_scores_gemma":[0.3510311,0.01452186,0.02732578,0.002091016,0.000361416,0.0006828443,0.571423,0.001137856,0.03142508],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04958333,"threshold_uncertainty_score":0.3597539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03043836608600398,"score_gpt":0.3022243891350331,"score_spread":0.2717860230490292,"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."}}