{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01631694,0.0001140658,0.0002565043,0.0001667553,0.0004433089,0.00007638003,0.0001675944,0.00007313344,0.00008341301],"category_scores_gemma":[0.001301332,0.00007624421,0.0001653144,0.0003680896,0.0001616451,0.00008257935,0.000175913,0.0003605559,0.000005189879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266013,"about_ca_system_score_gemma":0.0009069407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008638817,"about_ca_topic_score_gemma":0.0000352735,"domain_scores_codex":[0.9937442,0.003752058,0.0004504931,0.0003466183,0.001364824,0.0003417853],"domain_scores_gemma":[0.9976087,0.0002256382,0.000117813,0.0007204947,0.001114125,0.0002132587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003275006,0.002957411,0.2824572,0.01251694,0.0007155207,0.000006628439,0.0006832505,0.00001588186,0.0003290413,0.0007834745,0.004023923,0.6922358],"study_design_scores_gemma":[0.01206319,0.002042501,0.8857746,0.00185584,0.00006675904,6.635636e-7,0.000321013,0.0021633,0.0002918025,0.003153856,0.09218006,0.0000864163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01343907,0.000003586719,0.000563725,0.0006781765,0.000005927662,0.9847685,0.00002110205,0.00002670268,0.000493166],"genre_scores_gemma":[0.0309303,0.000001459911,0.00003934649,0.00000738069,0.0001053334,0.9680467,0.000005077301,0.00001391732,0.0008504526],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.6921493,"threshold_uncertainty_score":0.5655159,"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."}}