{"id":"W4407011475","doi":"10.1002/9781394205066.ch1","title":"Epidemiology and Pathophysiology","year":2025,"lang":"en","type":"other","venue":"","topic":"Diabetes, Cardiovascular Risks, and Lipoproteins","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Epidemiology; Pathophysiology; Medicine; 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":[0.001459631,0.0007743465,0.0007997581,0.002865676,0.001215853,0.003332172,0.0009022983,0.00148515,0.01865612],"category_scores_gemma":[0.005330349,0.0002550609,0.0007097204,0.003125251,0.001139939,0.00180919,0.001781852,0.002081347,0.005879625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001460402,"about_ca_system_score_gemma":0.003025115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005877878,"about_ca_topic_score_gemma":0.003829234,"domain_scores_codex":[0.9980735,0.000594659,0.0002361931,0.0003287941,0.0005459681,0.0002209424],"domain_scores_gemma":[0.9979599,0.0004456848,0.0005420183,0.000123062,0.0006689533,0.0002604621],"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":[0.0003828268,0.0003615576,0.125109,0.00527372,0.0003440897,0.001697856,0.001391928,0.0004401935,0.000893832,0.06394406,0.1828983,0.6172626],"study_design_scores_gemma":[0.00004635787,0.0001808981,0.0769771,0.008171893,0.0002368547,0.01252807,0.001826377,0.0003495054,0.0002699603,0.04113787,0.8582116,0.00006358246],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03441092,0.5826542,0.01536236,0.04419286,0.007094022,0.0009149802,0.01082617,0.0004159697,0.3041286],"genre_scores_gemma":[0.2351471,0.6191744,0.01849099,0.01634385,0.0126053,0.001071507,0.009907444,0.0002215118,0.08703789],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01865612,"threshold_uncertainty_score":0.06241101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01459640339003855,"score_gpt":0.2813499229860132,"score_spread":0.2667535195959747,"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."}}