{"id":"W3112889159","doi":"10.1111/apa.15674","title":"Drowning is a complex but preventable cause of child mortality","year":2020,"lang":"en","type":"letter","venue":"Acta Paediatrica","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accidental; Medicine; Demography; Population; Environmental health; Injury prevention; Occupational safety and health; Pediatrics; Poison control; Child mortality; Mortality rate; China; Medical emergency; Geography; Surgery","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":[0.0003714669,0.0004806696,0.0005330723,0.0009475558,0.0005809427,0.0006259597,0.0006158932,0.0004804264,0.008872421],"category_scores_gemma":[0.00171538,0.0001928903,0.0005692559,0.001575445,0.0002732195,0.0005428973,0.001474837,0.001171565,0.001655362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001351452,"about_ca_system_score_gemma":0.001564597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02864576,"about_ca_topic_score_gemma":0.02912634,"domain_scores_codex":[0.9992962,0.0001140155,0.00007062901,0.00007523153,0.0002766976,0.0001671923],"domain_scores_gemma":[0.9994187,0.00007251929,0.0002005785,0.00001891111,0.0001849328,0.0001042736],"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":[0.0001290023,0.0001434317,0.5302035,0.003413467,0.0003904223,0.003153711,0.001498611,0.0005291394,0.0009725654,0.006973089,0.1511113,0.3014817],"study_design_scores_gemma":[0.00001721644,0.0001786201,0.8047779,0.004964546,0.0001650898,0.005555175,0.002508793,0.0004881939,0.0003465823,0.002665632,0.1782818,0.00005050932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.4482844,0.3288506,0.006962655,0.03069003,0.004203592,0.0006742225,0.06149083,0.0009163063,0.1179272],"genre_scores_gemma":[0.6724176,0.2790223,0.003234978,0.004236226,0.001672244,0.0003176116,0.02913935,0.0001107617,0.009848792],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02864576,"threshold_uncertainty_score":0.05695802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06009898664604837,"score_gpt":0.3263739738114123,"score_spread":0.2662749871653639,"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."}}