{"id":"W3157912041","doi":"10.1177/08982643211014770","title":"Exploring a Hidden Epidemic: Drowning Among Adults Aged 65 Years and Older","year":2021,"lang":"en","type":"article","venue":"Journal of Aging and Health","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Demography; Injury prevention; Medicine; Poison control; Suicide prevention; Occupational safety and health; Population; Older people; Gerontology; Human factors and ergonomics; Geography; Medical emergency; Environmental health","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":[0.0007732235,0.0002058963,0.0002277258,0.001105145,0.0003347206,0.0007787354,0.0003853322,0.0004233854,0.001213624],"category_scores_gemma":[0.002795171,0.0002029825,0.0004547817,0.0009615166,0.0002732409,0.001371205,0.00096937,0.0006839532,0.000106445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007241495,"about_ca_system_score_gemma":0.001630497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1295379,"about_ca_topic_score_gemma":0.1903963,"domain_scores_codex":[0.99967,0.00006484907,0.00003808174,0.000056866,0.00009094912,0.00007922555],"domain_scores_gemma":[0.9987197,0.000171689,0.0007457908,0.00005922801,0.0001827076,0.000120917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000228093,0.00002837802,0.9909043,0.00007966915,0.00008064733,0.00009775485,0.0003815171,0.0001607041,0.00008270515,0.0002473932,0.0004530323,0.007461149],"study_design_scores_gemma":[0.000003755614,0.00005199245,0.9957949,0.0001976333,0.00005082308,0.000173101,0.001447641,0.001161929,0.00004397528,0.0002669097,0.0008016176,0.000005794938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932454,0.001740591,0.0007843115,0.001106652,0.00002396768,0.00003701815,0.001734408,0.000008930583,0.001318827],"genre_scores_gemma":[0.9957289,0.002264625,0.0004704887,0.0001858254,0.00003257931,0.00001953069,0.00101615,0.000001698005,0.000280233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1295379,"threshold_uncertainty_score":0.2575679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161222858995932,"score_gpt":0.377258635470977,"score_spread":0.2611363495713839,"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."}}