{"id":"W4416212333","doi":"10.2196/71583","title":"The Malaysian Burden of Disease Study: Protocol for Mortality, Morbidity, and Risk Factor Evaluation","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Protocol (science); Risk factor; Burden of disease; Disease burden; Disease; Risk assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04824994,0.003197178,0.003701419,0.005372754,0.003380713,0.002708825,0.002957144,0.002447322,0.06631581],"category_scores_gemma":[0.05383971,0.002639769,0.002456552,0.006370077,0.00156069,0.003318319,0.002727212,0.005246071,0.01581297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006163259,"about_ca_system_score_gemma":0.02860375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00578338,"about_ca_topic_score_gemma":0.01118961,"domain_scores_codex":[0.9767518,0.01295785,0.006057208,0.001411086,0.001658416,0.00116369],"domain_scores_gemma":[0.9590315,0.008529749,0.005422042,0.007077286,0.01790802,0.002031444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02535872,0.004213016,0.01632465,0.03492185,0.001007687,0.0007104567,0.003384642,0.004540954,0.002391558,0.01610169,0.7542157,0.1368292],"study_design_scores_gemma":[0.03070987,0.003173468,0.08717597,0.02791366,0.0005968061,0.0006125348,0.0026312,0.005780633,0.002417729,0.01519723,0.8232239,0.0005668749],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001879703,0.0005037066,0.009949981,0.0008475058,0.0004898975,0.9221148,0.05653596,0.0004338515,0.007244591],"genre_scores_gemma":[0.001731239,0.0002441475,0.007153315,0.0003069517,0.00004555183,0.9795203,0.01016986,0.0000328481,0.0007958071],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06631581,"threshold_uncertainty_score":0.2551731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3650644430132138,"score_gpt":0.64199172204822,"score_spread":0.2769272790350061,"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."}}