{"id":"W3092454336","doi":"10.1111/apa.15618","title":"Can child drowning be eradicated? A compelling case for continued investment in prevention","year":2020,"lang":"en","type":"article","venue":"Acta Paediatrica","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Occupational Cancer Research Centre","funders":"","keywords":"Medicine; Investment (military); Injury prevention; Occupational safety and health; Poison control; Demography; Suicide prevention; Population; Human factors and ergonomics; Pediatrics; Socioeconomics; Environmental health; Economics; Political science","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":[0.007476956,0.0003911393,0.0005900574,0.0006718797,0.001501588,0.005173748,0.002082763,0.006156113,0.01150716],"category_scores_gemma":[0.02521891,0.0002859923,0.0007457272,0.0005564704,0.003586957,0.003915108,0.004880102,0.007728331,0.001145852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003025408,"about_ca_system_score_gemma":0.01655408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02442846,"about_ca_topic_score_gemma":0.03167113,"domain_scores_codex":[0.994714,0.002330966,0.0001930089,0.0003916373,0.0007055861,0.001664807],"domain_scores_gemma":[0.9860815,0.00385935,0.001392368,0.0006481571,0.002515161,0.005503446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004786845,0.001106522,0.1141578,0.003899295,0.0005028113,0.00370568,0.00744628,0.001599408,0.001672611,0.08435816,0.3074302,0.4736425],"study_design_scores_gemma":[0.0002815594,0.001608643,0.1820156,0.03160086,0.0004961742,0.002495917,0.0567065,0.002893305,0.001409248,0.08105484,0.6391942,0.0002432542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02981453,0.018718,0.001163346,0.9294789,0.001914005,0.00006756178,0.0001649316,0.00006503396,0.01861366],"genre_scores_gemma":[0.7884232,0.03791732,0.009329946,0.1513111,0.002735597,0.0002315351,0.0003071871,0.00007497436,0.009669147],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02442846,"threshold_uncertainty_score":0.04857254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04324839559534923,"score_gpt":0.3107116322524702,"score_spread":0.267463236657121,"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."}}