{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005260202,0.0001346036,0.0003473211,0.0001084882,0.0001061322,0.000007221842,0.00005984307,0.0001518634,0.00005690589],"category_scores_gemma":[0.0005923944,0.0001301354,0.0001408904,0.000264955,0.0000307314,0.00005897515,0.0000251085,0.0003020658,0.000006505944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005948994,"about_ca_system_score_gemma":0.00007101946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006216078,"about_ca_topic_score_gemma":0.00004052353,"domain_scores_codex":[0.9987462,0.0001647933,0.0004335772,0.0002965999,0.00008595026,0.0002728587],"domain_scores_gemma":[0.999235,0.0002517627,0.0001756265,0.0001326962,0.00003644146,0.0001684272],"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":[0.01162328,0.004026343,0.5691553,0.004763954,0.002146172,0.007458706,0.0355482,0.0005345255,0.02493137,0.02011385,0.2602155,0.05948278],"study_design_scores_gemma":[0.07043213,0.01721109,0.1280094,0.001676909,0.006515957,0.005675635,0.004404499,0.08558449,0.01601673,0.02176788,0.6385825,0.004122687],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9375378,0.0008488244,0.00150621,0.05610655,0.0002067201,0.001707218,0.00004105535,0.0001101773,0.001935457],"genre_scores_gemma":[0.9884615,0.00009997762,0.003003748,0.007549764,0.0004415456,0.00008036426,0.0002432605,0.00001856342,0.0001012974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4411459,"threshold_uncertainty_score":0.5306767,"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."}}