{"id":"W4413788091","doi":"10.1016/j.ypmed.2025.108399","title":"Temporal trends in suicide among adolescents and young adults in the United States, Canada, and South Korea: 2001–2023","year":2025,"lang":"en","type":"article","venue":"Preventive Medicine","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Waypoint Centre for Mental Health Care","funders":"","keywords":"Medicine; Suicide prevention; Environmental health; Poison control; Injury prevention; Demography; Occupational safety and health; Human factors and ergonomics; Young adult; Gerontology","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":[0.0004783631,0.0002973563,0.0002602554,0.002374723,0.0008353672,0.001104991,0.0007075854,0.0006190272,0.0018852],"category_scores_gemma":[0.001311964,0.0002936602,0.0008126182,0.004740835,0.0003460317,0.0007032037,0.000668993,0.001075911,0.0002835393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004525159,"about_ca_system_score_gemma":0.007712036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8988532,"about_ca_topic_score_gemma":0.9293315,"domain_scores_codex":[0.9996793,0.00002220985,0.00005597881,0.00005287609,0.00007652338,0.0001131112],"domain_scores_gemma":[0.9981375,0.00007971432,0.0005212249,0.00005050996,0.0008647509,0.0003462395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007038099,0.00001606576,0.9979005,0.00002200264,0.00006262849,0.00003630336,0.0001591128,0.00004338765,0.00005805882,0.00003098576,0.0005495289,0.001051082],"study_design_scores_gemma":[0.000002491632,0.00001120554,0.9984486,0.00001638605,0.00002911631,0.00005069033,0.0008646617,0.00009997432,0.00002790784,0.000006022994,0.0004393246,0.000003585685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806086,0.001431984,0.00007757081,0.0003181701,0.00002340277,0.00002334337,0.01564932,0.00001665258,0.001850856],"genre_scores_gemma":[0.9871428,0.001693343,0.0001195587,0.0001206995,0.00001213557,0.00002344897,0.009652941,0.000006437291,0.001228819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1011468,"threshold_uncertainty_score":0.2034848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02173202947427886,"score_gpt":0.3054581411868542,"score_spread":0.2837261117125753,"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."}}