{"id":"W4200011982","doi":"10.1093/acrefore/9780190632366.013.307","title":"Drowning: Global Burden, Risk Factors, and Prevention Strategies","year":2021,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Global Public Health","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Environmental health; Psychological intervention; Poison control; Injury prevention; Medicine; Suicide prevention; Occupational safety and health; Harm; Global health; Public health; Business; Medical emergency; Environmental planning; Geography; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008637341,0.0006601564,0.0005130295,0.00254977,0.0004947796,0.001505763,0.0005867377,0.001027006,0.005896366],"category_scores_gemma":[0.002499725,0.0002377962,0.0009504945,0.0023826,0.0004251569,0.001484616,0.001739278,0.001574521,0.0008547886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001421764,"about_ca_system_score_gemma":0.002045949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02414754,"about_ca_topic_score_gemma":0.01904665,"domain_scores_codex":[0.999495,0.0001349568,0.00006328491,0.00007775155,0.0001078369,0.0001211931],"domain_scores_gemma":[0.9989374,0.0001701478,0.0003523816,0.00003270874,0.0002587103,0.0002485533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002627429,0.0003304862,0.4721642,0.00674418,0.0009058502,0.0010381,0.001086734,0.00181903,0.0004274551,0.008726754,0.08807942,0.418415],"study_design_scores_gemma":[0.00008131158,0.0005310607,0.8441871,0.03105778,0.000827252,0.002487983,0.007696202,0.00304559,0.0002883424,0.01181547,0.09783767,0.0001442593],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.1669581,0.6773503,0.002313402,0.1055636,0.002574413,0.0003655015,0.01280033,0.0002411117,0.03183314],"genre_scores_gemma":[0.5078108,0.4726171,0.002018119,0.006739927,0.001684668,0.0003068282,0.005909969,0.00003487064,0.00287776],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02414754,"threshold_uncertainty_score":0.04801399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047044138482956,"score_gpt":0.4391122987653535,"score_spread":0.3344078849170579,"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."}}