{"id":"W4403481612","doi":"10.2196/57840","title":"Population-Level Distribution, Risk Factors, and Burden of Mortality and Disability-Adjusted Life Years Attributable to Major Noncommunicable Diseases in Western Europe (1990-2021): Ecological Analysis","year":2024,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental health; Population; Attributable risk; Ecological study; Medicine; Geography; Demography; Ecology; Biology","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":[0.001351748,0.0003084351,0.0003400239,0.001849376,0.0002335626,0.0004856928,0.0003168934,0.0002424253,0.0006000512],"category_scores_gemma":[0.00140188,0.0002214584,0.001111914,0.002588979,0.0001923808,0.0003730585,0.0005421769,0.0003234612,0.0002059071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005680718,"about_ca_system_score_gemma":0.0004660546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03431817,"about_ca_topic_score_gemma":0.04229261,"domain_scores_codex":[0.9995211,0.0001527482,0.0000658385,0.0001017038,0.0001059041,0.00005256015],"domain_scores_gemma":[0.9993868,0.00007928337,0.0002481828,0.00005591037,0.0001557609,0.00007408361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006167914,0.00002271227,0.9968092,0.00002671113,0.0003564898,0.00002697509,0.00007883701,0.0002562432,0.0000639771,0.00005294578,0.000448114,0.001796268],"study_design_scores_gemma":[0.000003507036,0.00001951964,0.9989374,0.000008480946,0.00006721152,0.00004877907,0.0001112465,0.0004067952,0.00001790041,0.00003373798,0.0003425887,0.000002866345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902362,0.00113408,0.0006040413,0.0001343581,0.00001088763,0.00003424296,0.006803713,0.0000215194,0.001020953],"genre_scores_gemma":[0.9916593,0.000484382,0.0005182573,0.00003815192,0.00001445782,0.00005580898,0.006961177,0.000004578223,0.000263824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03431817,"threshold_uncertainty_score":0.06823683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05439766440868492,"score_gpt":0.339970805547069,"score_spread":0.2855731411383841,"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."}}