{"id":"W6958719915","doi":"10.6084/m9.figshare.c.7965364.v1","title":"Contributions of injury deaths to changes in life expectancy and disparity: A comparative analysis of G7 countries over two decades","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Life expectancy; Injury prevention; Poison control; Occupational safety and health; Public health; Suicide prevention; Cause of death","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001198559,0.0003220694,0.000519705,0.003365242,0.0002374002,0.000767495,0.0004083007,0.0004175416,0.001128112],"category_scores_gemma":[0.002808008,0.0001868905,0.001538486,0.004595761,0.0003216002,0.0006229393,0.001245475,0.0004481186,0.0001896966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005917794,"about_ca_system_score_gemma":0.0005314643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01830242,"about_ca_topic_score_gemma":0.01726931,"domain_scores_codex":[0.9992191,0.0002404114,0.00009835398,0.0001430544,0.0001024537,0.0001965734],"domain_scores_gemma":[0.9980437,0.0003740494,0.000835291,0.0001614084,0.0004101781,0.0001753075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000994993,0.00001328795,0.9913079,0.00009841168,0.0006163828,0.0001776838,0.0001890116,0.0006584925,0.00007481869,0.0001696263,0.0004404045,0.006154471],"study_design_scores_gemma":[0.00000373635,0.00005160883,0.9973959,0.00005000754,0.0001453831,0.0001662389,0.0006597191,0.0003635615,0.00005035387,0.00004409191,0.001061291,0.000008036889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919858,0.002693053,0.0002228749,0.000115999,0.00002405886,0.00001596859,0.003896246,0.00001232966,0.001033715],"genre_scores_gemma":[0.9951668,0.001036785,0.0001412324,0.00004100238,0.00001667356,0.00001627732,0.003451527,0.000005021314,0.0001245536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01830242,"threshold_uncertainty_score":0.03639174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570227236939171,"score_gpt":0.403578075969259,"score_spread":0.3678758035998673,"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."}}