{"id":"W3016507283","doi":"10.25035/ijare.12.02.03","title":"Association of Drowning Mortality with Preventive Interventions: A Quarter of a Million Deaths Evaluation in Brazil","year":2020,"lang":"en","type":"article","venue":"International Journal of Aquatic Research and Education","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Medicine; Injury prevention; Occupational safety and health; Poison control; Suicide prevention; Quarter (Canadian coin); Demography; Population; Environmental health; Mortality rate; Water safety; Medical emergency; Surgery; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002397076,0.0003659687,0.0006455933,0.001230167,0.0002718017,0.0005319362,0.000437101,0.0003786005,0.001225831],"category_scores_gemma":[0.009089004,0.0002813594,0.002461034,0.001125202,0.0002687658,0.0003614337,0.0008344511,0.0005523142,0.00008320552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560536,"about_ca_system_score_gemma":0.00201563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04982592,"about_ca_topic_score_gemma":0.0629691,"domain_scores_codex":[0.9980693,0.0008225006,0.0002622787,0.0002059001,0.0004134334,0.0002266115],"domain_scores_gemma":[0.9962826,0.0007731998,0.001809532,0.0002099938,0.0006055516,0.0003191237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00024401,0.0001366497,0.9766178,0.0005060901,0.0007769029,0.00006242537,0.0002036017,0.0001586078,0.000139146,0.0001369788,0.0003600924,0.02065763],"study_design_scores_gemma":[0.00005933648,0.0005024374,0.9954407,0.0004765795,0.0007289764,0.0001207597,0.0005072494,0.0005660585,0.0001709843,0.0000965717,0.001318978,0.00001130695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801769,0.01045857,0.000878409,0.001369267,0.00005802726,0.0003671359,0.003142246,0.00003422878,0.00351508],"genre_scores_gemma":[0.993791,0.004120064,0.0004416905,0.0001730002,0.00002405125,0.0001245041,0.0009833248,0.000005863637,0.0003364451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04982592,"threshold_uncertainty_score":0.0990718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1310844788892876,"score_gpt":0.5120253724604823,"score_spread":0.3809408935711946,"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."}}