{"id":"W4410603197","doi":"10.1097/01.hjh.0001116612.39306.95","title":"EPIDEMIOLOGY: UNDERSTANDING DISEASE PATTERNS AND PUBLIC HEALTH","year":2025,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Epidemiology; Public health; Disease; Environmental health; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01485975,0.001558275,0.002305454,0.00687843,0.0009725296,0.007927768,0.001621141,0.002712096,0.004612831],"category_scores_gemma":[0.03535631,0.0006096747,0.001226081,0.004839947,0.005301457,0.01033213,0.004182202,0.003705015,0.001001719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002059872,"about_ca_system_score_gemma":0.006743185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004334948,"about_ca_topic_score_gemma":0.002871513,"domain_scores_codex":[0.9889876,0.007180676,0.0007844263,0.001246095,0.001586097,0.0002150726],"domain_scores_gemma":[0.9648737,0.02670644,0.00349417,0.001906517,0.002347759,0.0006715362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001371465,0.0002948851,0.07527085,0.01334575,0.001627463,0.0005695693,0.004720556,0.01119805,0.001364342,0.2754026,0.06918344,0.5468854],"study_design_scores_gemma":[0.00005602997,0.0002660756,0.03119402,0.01210415,0.0006534528,0.001473549,0.006536015,0.01072194,0.00067919,0.6165802,0.319551,0.0001843103],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.02727552,0.3424522,0.3140101,0.2532654,0.007589204,0.0009441071,0.008076246,0.001063369,0.04532376],"genre_scores_gemma":[0.3651926,0.38269,0.1917937,0.0343812,0.01449015,0.001170975,0.00400045,0.0001963855,0.006084504],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01485975,"threshold_uncertainty_score":0.07858682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2356919345541292,"score_gpt":0.3708012771639776,"score_spread":0.1351093426098484,"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."}}