{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002140326,0.00006139457,0.0003383774,0.00009136333,0.0001010673,0.000007388443,0.00001764054,0.00004281522,0.00001521501],"category_scores_gemma":[0.0001771877,0.00005289526,0.00005283146,0.00006245545,0.00002979594,0.0001516507,0.00001792181,0.0004196217,6.38044e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003338813,"about_ca_system_score_gemma":0.0001138309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009095703,"about_ca_topic_score_gemma":0.00001916034,"domain_scores_codex":[0.999061,0.0001890389,0.0003962683,0.0001040455,0.00008229628,0.0001673302],"domain_scores_gemma":[0.9993126,0.0001273399,0.0002692984,0.00006141963,0.00005593467,0.0001734158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008820943,0.00003177653,0.8835083,0.0003972747,0.00007526112,0.0002383055,0.005489184,0.000001983001,0.0001450108,0.00009277864,0.001484091,0.1084478],"study_design_scores_gemma":[0.0009641906,0.0001923401,0.9939229,0.002285691,0.00003919005,0.0008549188,0.0009978394,0.00004406642,0.00006984426,0.0002682855,0.0003153724,0.00004528294],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985969,0.005852445,0.0002279316,0.007627158,0.0002080593,0.00004834301,4.449757e-7,0.000007855726,0.00005875429],"genre_scores_gemma":[0.9884223,0.006434129,0.003212559,0.001449201,0.0003268455,9.545532e-7,0.000002085043,0.000007331161,0.0001445592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1104147,"threshold_uncertainty_score":0.2157006,"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."}}