{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003705726,0.0003509835,0.001144376,0.0001682033,0.0001137104,0.000007228207,0.0002438622,0.0008931787,0.00167511],"category_scores_gemma":[0.0004293222,0.0003231477,0.0004971786,0.0003036331,0.00010958,0.00007383142,0.0001324099,0.002207652,0.0001122258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006261384,"about_ca_system_score_gemma":0.0001623507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001510936,"about_ca_topic_score_gemma":0.000001390951,"domain_scores_codex":[0.9974384,0.000363755,0.0008149592,0.0005595052,0.0003733022,0.0004501135],"domain_scores_gemma":[0.9981306,0.0003518206,0.0006652363,0.0006438525,0.00009260176,0.000115886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006426906,0.00005780008,0.02229952,0.0008164405,0.000555613,0.0002426605,0.00009229402,1.421105e-7,0.0000797762,0.000006422143,0.9756429,0.0001422076],"study_design_scores_gemma":[0.0007177469,0.0003387495,0.03295949,0.0001577344,0.002325939,0.00008937524,0.00001063599,0.00004891224,0.0001990208,0.0004201109,0.9624011,0.0003312203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009431966,0.001024082,0.00009586872,0.9768689,0.0005796546,0.0009613465,0.0006330578,0.0001295263,0.01027557],"genre_scores_gemma":[0.1157158,0.000638904,0.0007148519,0.8704649,0.006799652,0.00003982565,0.002866771,0.00006932411,0.002690053],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1064041,"threshold_uncertainty_score":0.999922,"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."}}