{"id":"W2112330363","doi":"10.1186/s13104-015-1207-8","title":"Global risk factor rankings: the importance of age-based health loss inequities caused by alcohol and other risk factors","year":2015,"lang":"en","type":"article","venue":"BMC Research Notes","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Demography; Risk factor; Population; Age groups; Underweight; Gerontology; Environmental health; Obesity; Overweight","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001979678,0.0001775659,0.0004260113,0.00006924136,0.0002222277,0.00004457476,0.0002089949,0.00008587141,0.00004642743],"category_scores_gemma":[0.001510738,0.0001014501,0.0000713963,0.000302516,0.0005074198,0.0000545944,0.00009453846,0.0003918575,0.00000888342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002112799,"about_ca_system_score_gemma":0.0007311038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02769224,"about_ca_topic_score_gemma":0.002879129,"domain_scores_codex":[0.9969915,0.0006279505,0.0003991929,0.0002950673,0.001062197,0.0006240844],"domain_scores_gemma":[0.9980001,0.0006529102,0.0002336133,0.0003950151,0.0002506641,0.0004677262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000365898,0.00008864342,0.9952651,0.0002712641,0.00003834006,0.000006516542,0.000690766,0.000009946016,0.00002937794,0.0001801739,0.002725078,0.0003289046],"study_design_scores_gemma":[0.002597955,0.000837264,0.9891566,0.000193397,0.0000198021,0.000004765434,0.0008020264,0.0001061196,0.0006038035,0.001940746,0.003627044,0.0001104854],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934709,0.002491666,0.0001246609,0.001402258,0.00005530392,0.0007168548,0.001439782,0.00003785939,0.0002607009],"genre_scores_gemma":[0.9986531,0.0002914102,0.0001423807,0.0006771415,0.0001087391,0.00001229336,0.00001842767,0.00001861529,0.00007796216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02481311,"threshold_uncertainty_score":0.9787824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1736214524489072,"score_gpt":0.4283981727834205,"score_spread":0.2547767203345134,"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."}}